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Attanasio M, Mazza M, Le Donne I, Nigri A, Valenti M. Salience Network in Autism: preliminary results on functional connectivity analysis in resting state. Eur Arch Psychiatry Clin Neurosci 2024:10.1007/s00406-024-01949-y. [PMID: 39673625 DOI: 10.1007/s00406-024-01949-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 11/20/2024] [Indexed: 12/16/2024]
Abstract
The literature suggests that alterations in functional connectivity (FC) of the Salience Network (SN) may contribute to the manifestation of some clinical features of Autism Spectrum Disorder (ASD). The SN plays a key role in integrating external sensory information with internal emotional and bodily information. An atypical FC of this network could explain some symptomatic features of ASD such as difficulties in self-awareness and emotion processing and provide new insights into the neurobiological basis of autism. Using the Autism Brain Imaging Data Exchange II we investigated the resting-state FC of core regions of SN and its association with autism symptomatology in 29 individuals with ASD compared with 29 typically developing (TD) individuals. In ASD compared to TD individuals, seed-based connectivity analysis showed a reduced FC between the rostral prefrontal cortex and left cerebellum and an increased FC between the right supramarginal gyrus and the regions of the middle temporal gyrus and angular gyrus. Finally, we found that the clinical features of ASD are mainly associated with an atypical FC of the anterior insula and the involvement of dysfunctional mechanisms for emotional and social information processing. These findings expand the knowledge about the differences in the FC of SN between ASD and TD, highlighting atypical FC between structures that play key roles in social cognition and complex cognitive processes. Such anomalies could explain difficulties in processing salient stimuli, especially those of a socio-affective nature, with an impact on emotional and behavioral regulation.
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Affiliation(s)
- Margherita Attanasio
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.
| | - Monica Mazza
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
- Reference Regional Centre for Autism, Abruzzo Region, Local Health Unit ASL 1, L'Aquila, Italy
| | - Ilenia Le Donne
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Anna Nigri
- Neuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Marco Valenti
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
- Reference Regional Centre for Autism, Abruzzo Region, Local Health Unit ASL 1, L'Aquila, Italy
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Ulu Aydin H, Cifci Tekinarslan I, Gulec Aslan Y. The Power Card Strategy: Strength-Based Intervention Against Bullying for Children with Autism Spectrum Disorder. J Autism Dev Disord 2024; 54:4408-4431. [PMID: 37964015 DOI: 10.1007/s10803-023-06161-w] [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] [Accepted: 10/14/2023] [Indexed: 11/16/2023]
Abstract
The pattern of behaviors and abilities that reflect the core characteristics of students with autism spectrum disorder (ASD) and an environment that lacks the ability to understand individuals with ASD can make these students targets of bullying. Bullying is a serious problem for students with ASD, and practices against it are important in terms of improving students' coping strategies and overall well-being. In this study, we used a multiple probe model with an interprobe phase across participants to evaluate the effectiveness of the power card strategy to teach three students with ASD to respond to bullying. At baseline, the students gave few appropriate responses based on coping strategies for bullying after listening to stories about bullying. During the application of the power cards, the students read scenarios and power cards created for their favorite heroes or special interests, which included coping strategies for three different bullying situations (exclusion, being pushed, and being tickled). Then, they watched animations prepared for these bullying situations and were asked to answer questions about strategies to deal with bullying. The findings showed that all three students learned targeted strategies for coping with bullying in the context of the sessions using power cards. The students were able to generalize to different bullying situations (teasing, damaging one's belongings, being ignored) while retaining their strategies for coping with bullying in the context of the sessions held after the teaching was completed. The social validity findings of the power card strategy showed that one out of three students exhibited coping strategies for bullying in the school environment. The findings of the present study are discussed in the context of bullying and ASD, limitations, and recommendations.
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Affiliation(s)
- Hatice Ulu Aydin
- Special Education Department, Abant Izzet Baysal University, Bolu, Turkey.
| | | | - Yesim Gulec Aslan
- Special Education Department, Abant Izzet Baysal University, Bolu, Turkey
- Special Education Department, Istanbul Medeniyet University, Istanbul, Turkey
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Chiappini E, Massaccesi C, Korb S, Steyrl D, Willeit M, Silani G. Neural Hyperresponsivity During the Anticipation of Tangible Social and Nonsocial Rewards in Autism Spectrum Disorder: A Concurrent Neuroimaging and Facial Electromyography Study. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:948-957. [PMID: 38642898 DOI: 10.1016/j.bpsc.2024.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/09/2024] [Accepted: 04/10/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND Atypical anticipation of social reward has been shown to lie at the core of the social challenges faced by individuals with autism spectrum disorder (ASD). However, previous research has yielded inconsistent results and has often overlooked crucial characteristics of stimuli. Here, we investigated ASD reward processing using social and nonsocial tangible stimuli, carefully matched on several key dimensions. METHODS We examined the anticipation and consumption of social (interpersonal touch) and nonsocial (flavored milk) rewards in 25 high-functioning individuals with ASD and 25 neurotypical adult individuals. In addition to subjective ratings of wanting and liking, we measured physical energetic expenditure to obtain the rewards, brain activity with neuroimaging, and facial reactions through electromyography on a trial-by-trial basis. RESULTS Participants with ASD did not exhibit reduced motivation for social or nonsocial rewards; their subjective ratings, motivated efforts, and facial reactions were comparable to those of neurotypical participants. However, anticipation of higher-value rewards increased neural activation in lateral parietal cortices, sensorimotor regions, and the orbitofrontal cortex. Moreover, participants with ASD exhibited hyperconnectivity between frontal medial regions and occipital regions and the thalamus. CONCLUSIONS Individuals with ASD who experienced rewards with tangible characteristics, whether social or nonsocial, displayed typical subjective and objective motivational and hedonic responses. Notably, the observed hyperactivations in sensory and attentional nodes during anticipation suggest atypical sensory overprocessing of forthcoming rewards rather than decreased reward value. While these atypicalities may not have manifested in observable behavior here, they could impact real-life social interactions that require nuanced predictions, potentially leading to the misperception of reduced interest in rewarding social stimuli in ASD.
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Affiliation(s)
- Emilio Chiappini
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria; Department of Psychology and Neurosciences, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany.
| | - Claudia Massaccesi
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria; Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Sebastian Korb
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria; Centre for Brain Science, Department of Psychology, University of Essex, Colchester, United Kingdom
| | - David Steyrl
- Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria
| | - Matthäus Willeit
- Department of Psychiatry and Psychotherapy, Division of General Psychiatry, Medical University of Vienna, Vienna, Austria
| | - Giorgia Silani
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria.
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4
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Frisch M, Coulter KL, Thomas RP, Barton ML, Robins DL, Fein DA. Categorizing and identifying preferred interests in autistic toddlers. Autism Res 2024; 17:1487-1500. [PMID: 38770793 DOI: 10.1002/aur.3169] [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: 12/08/2023] [Accepted: 05/02/2024] [Indexed: 05/22/2024]
Abstract
Preferred interests are characteristic of autism spectrum disorder and are reported by parents starting at an early age. However, limited research has explored the presentation of preferred interests in toddlerhood. Previous literature suggests that both the intensity and type of preferred interests held by autistic individuals differ from those held by peers with developmental delay and no diagnosis and that autistic interests are more unusual in nature. While preferred interests are seen in typical child development, previous research suggests that the presence of preferred interests in children with no diagnosis declines with age. Literature also indicates that the sex and cognitive ability of autistic children influences preferred interests. Identification of early preferred interests commonly held by autistic toddlers could serve as a useful clinical indicator of future diagnosis. This article explored whether diagnostic group, age, sex, and cognitive ability predict the likelihood that parents reported preferred interests in children aged 12-36 months with diagnoses of autism, developmental delay, and those with no diagnosis. Additionally, we explored potential diagnostic group differences in interest type. Results suggest that diagnostic group, but not age, sex, or cognitive ability, predicts the likelihood that parents report preferred interests. No differences in the type of interests among diagnostic groups were identified. These results support the use of preferred interests as an early sign of autism but suggest that interest type may not be a helpful clinical indicator of autism in toddlerhood.
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Affiliation(s)
- MaryKate Frisch
- Department of Psychological Science, University of Connecticut, Storrs, Connecticut, USA
| | - Kirsty L Coulter
- Department of Psychological Science, University of Connecticut, Storrs, Connecticut, USA
| | - Rebecca P Thomas
- Department of Psychological Science, University of Connecticut, Storrs, Connecticut, USA
| | - Marianne L Barton
- Department of Psychological Science, University of Connecticut, Storrs, Connecticut, USA
| | - Diana L Robins
- A.J. Drexel Autism Institute, Drexel University, Storrs, Connecticut, USA
| | - Deborah A Fein
- Department of Psychological Science, University of Connecticut, Storrs, Connecticut, USA
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Clements CC, Ascunce K, Nelson CA. In Context: A Developmental Model of Reward Processing, With Implications for Autism and Sensitive Periods. J Am Acad Child Adolesc Psychiatry 2023; 62:1200-1216. [PMID: 36336205 DOI: 10.1016/j.jaac.2022.07.861] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 07/15/2022] [Accepted: 10/27/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Differences in reward processing have been associated with numerous psychiatric disorders, including autism and attention-deficit/hyperactivity disorder (ADHD). Many attempts to understand reward processing characterize differences in clinical populations after disorder onset; however, divergence may begin much earlier. In fact, the typical developmental progression of reward processing in infancy and early childhood is poorly understood. We re-conceptualize classic infant developmental constructs such as preferential looking into a Six-Component Developmental Model of Reward Processing: an infant- and young child-focused framework to guide research and assessment of reward processing across development. METHOD The extant developmental literature including recent textbooks, systematic reviews, and meta-analyses was reviewed to build a conceptual framework. We describe experimental paradigms to assess each developmental component of reward processing longitudinally from infancy. A timeline of each component's emergence was estimated. RESULTS Six components of reward processing were identified-association, discrimination, preference/valuation, effort, anticipation, and response. Selected evidence suggests emergence between birth and 6 months. Application of this model to autism led to a reinterpretation of existing disparate results, and illuminated a path to study the developmental processes underlying a popular hypothesis of autism, the motivation hypothesis. Current evidence further suggests that a sensitive period may exist for the emergence of reward processing. CONCLUSION The proposed framework offers a useful reconceptualization of the extant literature. Future longitudinal work using the suggested experimental paradigms with high-risk populations could elucidate the developmental trajectory of the components and timing of potential sensitive period(s) for each component.
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Affiliation(s)
- Caitlin C Clements
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children's Hospital, Massachusetts.
| | | | - Charles A Nelson
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children's Hospital, Massachusetts; Harvard Medical School, Boston, Massachusetts; Harvard Graduate School of Education, Cambridge, Massachusetts
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Ren W, Huang K, Li Y, Yang Q, Wang L, Guo K, Wei P, Zhang YQ. Altered pupil responses to social and non-social stimuli in Shank3 mutant dogs. Mol Psychiatry 2023; 28:3751-3759. [PMID: 37848709 DOI: 10.1038/s41380-023-02277-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 06/21/2023] [Accepted: 09/14/2023] [Indexed: 10/19/2023]
Abstract
Pupillary response, an important process in visual perception and social and emotional cognition, has been widely studied for understanding the neural mechanisms of neuropsychiatric disorders. However, there have been few studies on pupil response to social and non-social stimuli in animal models of neurodevelopmental disorders including autism spectrum disorder (ASD) and attention deficit hyperactivity disorder. Here, we developed a pupilometer using a robust eye feature-detection algorithm for real-time pupillometry in dogs. In a pilot study, we found that a brief light flash induced a less-pronounced and slower pupil dilation response in gene-edited dogs carrying mutations in Shank3; mutations of its ortholog in humans were repeatedly identified in ASD patients. We further found that obnoxious, loud firecracker sound of 120 dB induced a stronger and longer pupil dilation response in Shank3 mutant dogs, whereas a high reward food induced a weaker pupillary response in Shank3 mutants than in wild-type control dogs. In addition, we found that Shank3 mutants showed compromised pupillary synchrony during dog-human interaction. These findings of altered pupil response in Shank3 mutant dogs recapitulate the altered sensory responses in ASD patients. Thus, this study demonstrates the validity and value of the pupilometer for dogs, and provides an effective paradigm for studying the underlying neural mechanisms of ASD and potentially other psychiatric disorders.
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Affiliation(s)
- Wei Ren
- State Key Laboratory for Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Kang Huang
- Shenzhen Bayone BioTech Co. Ltd, Shenzhen, 518100, China
| | - Yumo Li
- State Key Laboratory for Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, Beijing Normal University, Beijing, 100875, China
| | - Qin Yang
- Shenzhen Key Lab of Neuropsychiatric Modulation and Collaborative Innovation Center for Brain Science, Guangdong Provincial Key Laboratory of Brain Connectome and Behavior, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, and Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China
| | - Liping Wang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
- Shenzhen Key Lab of Neuropsychiatric Modulation and Collaborative Innovation Center for Brain Science, Guangdong Provincial Key Laboratory of Brain Connectome and Behavior, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, and Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China
| | - Kun Guo
- School of Psychology, University of Lincoln, Brayford Pool, Lincoln, LN6 7TS, UK.
| | - Pengfei Wei
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China.
- Shenzhen Key Lab of Neuropsychiatric Modulation and Collaborative Innovation Center for Brain Science, Guangdong Provincial Key Laboratory of Brain Connectome and Behavior, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, and Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, 518055, China.
| | - Yong Q Zhang
- State Key Laboratory for Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China.
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China.
- School of Life Sciences, Hubei University, Wuhan, 430415, China.
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Valiyamattam GJ, Katti H, Chaganti VK, O'Haire ME, Sachdeva V. Circumscribed interests in autism: Can animals potentially re-engage social attention? RESEARCH IN DEVELOPMENTAL DISABILITIES 2023; 137:104486. [PMID: 37062184 DOI: 10.1016/j.ridd.2023.104486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 02/25/2023] [Accepted: 03/10/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND Circumscribed interests (CI) in autism are highly fixated and repetitive interests, generally centering on non-social and idiosyncratic topics. The increased salience of CI objects often results in decreased social attention, thus interfering with social interactions. Behavioural, biomarker and neuroimaging research points to enhanced social functioning in autistic children in the presence of animals. For instance, neuroimaging studies report a greater activation of reward systems in the brain in response to animal stimuli whereas eye-tracking studies reveal a higher visual preference for animal faces in autistic individuals. This potentially greater social reward attached to animals, introduces the interesting and yet unexplored possibility that the presence of competing animal stimuli may reduce the disproportionately higher visual attention to CI objects. METHOD We examined this using a paired-preference eye-tracking paradigm where images of human and animal faces were paired with CI and non-CI objects. 31 children (ASD n = 16; TD n = 15) participated in the study (3391 observations). RESULTS Autistic children showed a significantly greater visual attention to CI objects whereas typical controls showed a significantly greater visual attention to social images across pairings. Interestingly, pairing with a CI object significantly reduced the social attention elicited to human faces but not animal faces. Further, in pairings with CI objects, significantly greater sustained attention per visit was seen for animal faces when compared to human faces. CONCLUSIONS These results thus suggest that social attention deficits in ASD may not be uniform across human and animal stimuli. Animals may comprise a potentially important stimulus category modulating visual attention in 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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Matyjek M, Bayer M, Dziobek I. Reward responsiveness in autism and autistic traits - Evidence from neuronal, autonomic, and behavioural levels. Neuroimage Clin 2023; 38:103442. [PMID: 37285795 PMCID: PMC10250120 DOI: 10.1016/j.nicl.2023.103442] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 05/01/2023] [Accepted: 05/21/2023] [Indexed: 06/09/2023]
Abstract
Autism has been linked to atypicalities in reward processing, especially in the social domain. However, results are heterogeneous, and their interpretation is hindered by the use of personally non-relevant social rewards. In this study we investigated behavioural (reaction times), neuronal (event-related potentials), and autonomic (pupil sizes) responses to personally relevant social rewards, money, and neutral outcomes in 26 autistic and 53 non-autistic subjects varying in levels of autistic traits. As hypothesised and preregistered, autism and autistic traits did not differently influence responses to social, monetary, or neutral outcomes on either response level. While groups did not differ in behaviour (reaction times), autism was linked to generally enhanced brain responses in early anticipation and larger pupil constrictions in reward reception. Together, these results suggest that when using personally relevant stimuli, autism is linked to generally preserved, although less neuronally efficient processing of rewards. Considering the role of social relevance in reward processing, we propose an interpretation of contradictory evidence from clinical practice and empirical research.
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Affiliation(s)
- Magdalena Matyjek
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Luisenstr. 56, 10117 Berlin, Germany; Institute of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee, 12489 Berlin, Germany.
| | - Mareike Bayer
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Luisenstr. 56, 10117 Berlin, Germany; Institute of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee, 12489 Berlin, Germany
| | - Isabel Dziobek
- Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Luisenstr. 56, 10117 Berlin, Germany; Institute of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee, 12489 Berlin, Germany
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Co-Occurring Autism Spectrum and Borderline Personality Disorder: An Emerging Clinical Challenge Seeking Informed Interventions. Harv Rev Psychiatry 2023; 31:83-91. [PMID: 36884039 PMCID: PMC9997622 DOI: 10.1097/hrp.0000000000000361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
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Antezana L, Coffman MC, DiCriscio AS, Richey JA. Effects of nonsocial and circumscribed interest images on neural mechanisms of emotion regulation in autistic adults. Front Behav Neurosci 2022; 16:1057736. [PMID: 36570705 PMCID: PMC9771392 DOI: 10.3389/fnbeh.2022.1057736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/17/2022] [Indexed: 12/12/2022] Open
Abstract
Introduction Emotion dysregulation is commonly reported among autistic individuals. Prior work investigating the neurofunctional mechanisms of emotion regulation (ER) in autistic adults has illustrated alterations in dorsolateral prefrontal cortex (dlPFC) activity, as well as concurrent atypical patterns of activation in subcortical regions related to affect during cognitive reappraisal of social images. Whereas most research examining ER in autism has focused on regulation of negative emotions, the effects of regulating positive emotions has been generally understudied. This is surprising given the relevance of positive motivational states to understanding circumscribed interests (CI) in autism. Methods Accordingly, the purpose of this study was to use fMRI with simultaneous eye-tracking and pupillometry to investigate the neural mechanisms of ER during passive viewing and cognitive reappraisal of a standardized set of nonsocial images and personalized (self-selected) CI images. Results The autistic group demonstrated comparatively reduced modulation of posterior cingulate cortex (PCC) activation during cognitive reappraisal of CI images compared to viewing of CI, although no eye-tracking/pupillometry differences emerged between-groups. Further, the autistic group demonstrated increased PCC connectivity with left lateral occipital and right supramarginal areas when engaging in cognitive reappraisal vs. viewing CI. Discussion In autistic adults, CI may be differentially modulated via PCC. Considering the documented role of the PCC as a core hub of the default mode network, we further postulate that ER of CI could potentially be related to self-referential cognition.
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Affiliation(s)
- Ligia Antezana
- Department of Psychology, Virginia Tech, Blacksburg, VA, United States
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Marika C. Coffman
- Department of Psychology, Virginia Tech, Blacksburg, VA, United States
- Duke Center for Autism and Brain Development, Duke University, Durham, NC, United States
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, United States
| | | | - John A. Richey
- Department of Psychology, Virginia Tech, Blacksburg, VA, United States
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Bross LA, Huffman JM, Hagiwara M. Examining the special interest areas of autistic adults with a focus on their employment and mental health outcomes. JOURNAL OF VOCATIONAL REHABILITATION 2022. [DOI: 10.3233/jvr-221218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND: Many individuals with autism spectrum disorder (ASD) have special interest areas (SIAs) which are characterized by significant depth and breadth of knowledge in a particular topic. These interests can continue through adulthood. OBJECTIVE: We conducted this study to develop a better understanding of the relation between SIAs and employment and mental health outcomes of adults with ASD. METHODS: Qualitative and quantitative analyses were used to examine the data with an emphasis on bringing autistic voices to the forefront of the discussion. Seventy-two adults with ASD, ages 18–53, completed an online survey describing their SIA engagement, employment status, and current mental health measured by two standardized assessments. Respondents provided open-ended responses describing their SIA and beliefs regarding SIAs broadly. RESULTS: Open-ended responses indicated adults with ASD have highly diverse SIAs that are rarely utilized in their employment experiences. Hierarchical regressions revealed SIA-related bullying was associated with higher levels of depression, anxiety, and stress. SIA employment was associated with depression such that those who were not currently employed in their SIA reported higher levels of depression. Respondents without support from people in their life related to their SIA reported higher levels of stress. CONCLUSION: SIAs are extremely important in the lives of autistic adults and should be utilized to enhance their employment experiences and overall well-being. Family members, adult service providers, and educational professionals should support and encourage SIAs.
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Affiliation(s)
- Leslie Ann Bross
- Department of Special Education and Child Development, University of North Carolina at Charlotte, Charlotte, NC, USA
| | | | - Mayumi Hagiwara
- Department of Special Education, San Francisco State University, San Francisco, CA, USA
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Godfrey KJ, Espenhahn S, Stokoe M, McMorris C, Murias K, McCrimmon A, Harris AD, Bray S. Autism interest intensity in early childhood associates with executive functioning but not reward sensitivity or anxiety symptoms. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2022; 26:1723-1736. [PMID: 34957885 PMCID: PMC9483189 DOI: 10.1177/13623613211064372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
LAY ABSTRACT Personal interests in autism are a source of joy, pride, and assist with the formation of social relationships. However, highly intense engagement can also interfere with other activities including activities of daily living. Theories have suggested that intense interests relate to executive functioning, reward sensitivity, and anxiety symptoms; but none of these theories have been tested in early childhood. Understanding which behavioral traits relate to intense interests in early childhood could help understand how intense interests may emerge, while also providing clues for how to manage interest intensity and best promote the many benefits of personal interests. We recruited families with autistic and non-autistic children aged 3-6 years. Parents completed questionnaires to assess children's interest diversity and intensity, executive functioning, reward sensitivity, and anxiety symptoms. We found that for autistic and non-autistic children, greater difficulty shifting attention between activities related to more intense interests. In autistic children only, difficulty with inhibitory control of attention also related to more intense interests. However, reward sensitivity and anxiety symptoms did not relate to interest intensity. Based on these observations, assisting young children with developing executive functioning skills could help with mediating the interference of interests in daily life to ultimately promote the many benefits of personal interests.
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Hamoudi W, Tripathi MK, Ojha SK, Amal H. A cross-talk between nitric oxide and the glutamatergic system in a Shank3 mouse model of autism. Free Radic Biol Med 2022; 188:83-91. [PMID: 35716826 DOI: 10.1016/j.freeradbiomed.2022.06.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 06/06/2022] [Accepted: 06/07/2022] [Indexed: 11/21/2022]
Abstract
Nitric oxide (NO) is a multifunctional signaling molecule that plays a crucial role in synaptic transmission and neuronal function. Pioneering studies show that nitric oxide (NO) and S-nitrosylation (SNO, the NO-mediated posttranslational modification) can engender nitrosative stress in the brain, contributing to neurodegenerative diseases. Little is known, however, about the aberrant NO signaling in neurodevelopmental disorders including autism spectrum disorder (ASD). We have recently shown that the Shank3 mutation in mice representing a model of ASD causes excessive NO levels and aberrant protein SNO. The glutamatergic system is involved in ASD, specifically in SHANK3 pathology. We used SNOTRAP technology to identify the SNO-proteome in the brain of the Shank3 mutant mice to understand the role of SNO in the glutamatergic system during the development of these mice. We conducted a systems biology analysis of the SNO-proteome to investigate the biological processes and signaling pathways in the brain of juvenile and adult Shank3 mutant and wild-type mice. The Shank3 mutation caused significant SNO-enrichment of a glutamate signaling pathway in the juvenile and adult mutant mice, although different protein subsets were S-nitrosylated in both ages. Cellular compartments analysis showed that "glutamatergic Synapse" is SNO-enriched significantly in the mutant mice of both ages. We also found eight S-nitrosylated proteins involved in glutamate transmission in both ages. 38 SNO-proteins found in the mutant mice are among the high-risk SFARI gene list. Biochemical examination shows a reduction in the levels of NMDA Receptor (NR1) in the cortex and striatum of the mutant mice of both ages. Neuronal NOS knockdown in SHSY-5Y rescued NR1 levels. In conclusion, this study reveals novel SNO of key glutamatergic proteins in Shank3 mutant mice and a cross-talk between nitric oxide and the glutamatergic system.
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Affiliation(s)
- Wajeha Hamoudi
- Institute for Drug Research, School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 91120, Israel
| | - Manish Kumar Tripathi
- Institute for Drug Research, School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 91120, Israel
| | - Shashank Kumar Ojha
- Institute for Drug Research, School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 91120, Israel
| | - Haitham Amal
- Institute for Drug Research, School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, 91120, Israel.
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14
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Tian J, Gao X, Yang L. Repetitive Restricted Behaviors in Autism Spectrum Disorder: From Mechanism to Development of Therapeutics. Front Neurosci 2022; 16:780407. [PMID: 35310097 PMCID: PMC8924045 DOI: 10.3389/fnins.2022.780407] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 02/09/2022] [Indexed: 01/28/2023] Open
Abstract
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder characterized by deficits in social communication, social interaction, and repetitive restricted behaviors (RRBs). It is usually detected in early childhood. RRBs are behavioral patterns characterized by repetition, inflexibility, invariance, inappropriateness, and frequent lack of obvious function or specific purpose. To date, the classification of RRBs is contentious. Understanding the potential mechanisms of RRBs in children with ASD, such as neural connectivity disorders and abnormal immune functions, will contribute to finding new therapeutic targets. Although behavioral intervention remains the most effective and safe strategy for RRBs treatment, some promising drugs and new treatment options (e.g., supplementary and cell therapy) have shown positive effects on RRBs in recent studies. In this review, we summarize the latest advances of RRBs from mechanistic to therapeutic approaches and propose potential future directions in research on RRBs.
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Affiliation(s)
| | | | - Li Yang
- Peking University Sixth Hospital, Peking University Institute of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), NHC Key Laboratory of Mental Health (Peking University), Beijing, China
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15
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Davis AS, Bernat DJ, Shetter MD. Neuropsychological Considerations of Adolescents and Young Adults with High-Functioning Autism Spectrum Disorder for School Psychologists. POSTSECONDARY TRANSITION FOR COLLEGE- OR CAREER-BOUND AUTISTIC STUDENTS 2022:39-61. [DOI: 10.1007/978-3-030-93947-2_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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16
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Su C, Zhou H, Wang C, Geng F, Hu Y. Individualized video recommendation modulates functional connectivity between large scale networks. Hum Brain Mapp 2021; 42:5288-5299. [PMID: 34363282 PMCID: PMC8519862 DOI: 10.1002/hbm.25616] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 07/17/2021] [Accepted: 07/20/2021] [Indexed: 01/18/2023] Open
Abstract
With the emergence of AI‐powered recommender systems and their extensive use in the video streaming service, questions and concerns also arise. Why can recommended video content continuously capture users' attention? What is the impact of long‐term exposure to personalized video content on one's behaviors and brain functions? To address these questions, we designed an fMRI experiment presenting participants with personally recommended videos and generally recommended ones. To examine how large‐scale networks were modulated by personalized video content, graph theory analysis was applied to investigate the interaction between seven networks, including the ventral and dorsal attention networks (VAN, DAN), frontal–parietal network (FPN), salience network (SN), and three subnetworks of default mode network (dorsal medial prefrontal (dMPFC), Core, and medial temporal lobe (MTL)). Our results showed that viewing nonpersonalized video content mainly enhanced the connectivity in the DAN‐FPN‐Core pathway, whereas viewing personalized ones increased not only the connectivity in this pathway but also the DAN‐VAN‐dMPFC pathway. In addition, both personalized and nonpersonalized short videos decreased the couplings between SN and VAN as well as between two DMN subsystems, Core and MTL. Collectively, these findings uncovered distinct patterns of network interactions in response to short videos and provided insights into potential neural mechanisms by which human behaviors are biased by personally recommended content.
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Affiliation(s)
- Conghui Su
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Hui Zhou
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Chunjie Wang
- Institute of Brain Science and Department of Psychology, School of Education, Hangzhou Normal University, Hangzhou, China
| | - Fengji Geng
- Department of Curriculum and Learning Sciences, Zhejiang University, Hangzhou, China
| | - Yuzheng Hu
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
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17
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Liaqat S, Wu C, Duggirala PR, Cheung SCS, Chuah CN, Ozonoff S, Young G. Predicting ASD Diagnosis in Children with Synthetic and Image-based Eye Gaze Data. SIGNAL PROCESSING. IMAGE COMMUNICATION 2021; 94:116198. [PMID: 33859457 PMCID: PMC8043618 DOI: 10.1016/j.image.2021.116198] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
As early intervention is highly effective for young children with autism spectrum disorder (ASD), it is imperative to make accurate diagnosis as early as possible. ASD has often been associated with atypical visual attention and eye gaze data can be collected at a very early age. An automatic screening tool based on eye gaze data that could identify ASD risk offers the opportunity for intervention before the full set of symptoms is present. In this paper, we propose two machine learning methods, synthetic saccade approach and image based approach, to automatically classify ASD given children's eye gaze data collected from free-viewing tasks of natural images. The first approach uses a generative model of synthetic saccade patterns to represent the baseline scan-path from a typical non-ASD individual and combines it with the real scan-path as well as other auxiliary data as inputs to a deep learning classifier. The second approach adopts a more holistic image-based approach by feeding the input image and a sequence of fixation maps into a convolutional or recurrent neural network. Using a publicly-accessible collection of children's gaze data, our experiments indicate that the ASD prediction accuracy reaches 67.23% accuracy on the validation dataset and 62.13% accuracy on the test dataset.
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18
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Zürcher NR, Walsh EC, Phillips RD, Cernasov PM, Tseng CEJ, Dharanikota A, Smith E, Li Z, Kinard JL, Bizzell JC, Greene RK, Dillon D, Pizzagalli DA, Izquierdo-Garcia D, Truong K, Lalush D, Hooker JM, Dichter GS. A simultaneous [ 11C]raclopride positron emission tomography and functional magnetic resonance imaging investigation of striatal dopamine binding in autism. Transl Psychiatry 2021; 11:33. [PMID: 33431841 PMCID: PMC7801430 DOI: 10.1038/s41398-020-01170-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 11/30/2020] [Accepted: 12/07/2020] [Indexed: 01/10/2023] Open
Abstract
The social motivation hypothesis of autism posits that autism spectrum disorder (ASD) is characterized by impaired motivation to seek out social experience early in life that interferes with the development of social functioning. This framework suggests that impaired mesolimbic dopamine function underlies compromised responses to social rewards in ASD. Although this hypothesis is supported by functional magnetic resonance imaging (fMRI) studies, no molecular imaging study has evaluated striatal dopamine functioning in response to rewards in ASD. Here, we examined striatal functioning during monetary incentive processing in ASD and controls using simultaneous positron emission tomography (PET) and fMRI. Using a bolus + infusion protocol with the D2/D3 dopamine receptor antagonist [11C]raclopride, voxel-wise binding potential (BPND) was compared between groups (controls = 12, ASD = 10) in the striatum. Striatal clusters showing significant between-group BPND differences were used as seeds in whole-brain fMRI general functional connectivity analyses. Relative to controls, the ASD group demonstrated decreased phasic dopamine release to incentives in the bilateral putamen and left caudate, as well as increased functional connectivity between a PET-derived right putamen seed and the precuneus and insula. Within the ASD group, decreased phasic dopamine release in the putamen was related to poorer theory-of-mind skills. Our findings that ASD is characterized by impaired striatal phasic dopamine release to incentives provide support for the social motivation hypothesis of autism. PET-fMRI may be a suitable tool to evaluate novel ASD therapeutics targeting the striatal dopamine system.
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Affiliation(s)
- Nicole R. Zürcher
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129 USA
| | - Erin C. Walsh
- grid.10698.360000000122483208Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA
| | - Rachel D. Phillips
- grid.10698.360000000122483208Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA
| | - Paul M. Cernasov
- grid.10698.360000000122483208Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA
| | - Chieh-En J. Tseng
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129 USA
| | - Ayarah Dharanikota
- grid.10698.360000000122483208Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Raleigh, NC USA
| | - Eric Smith
- grid.10698.360000000122483208UNC-Chapel Hill Department of Radiology and Biomedical Research Imaging Center (BRIC), Chapel Hill, NC 27514 USA
| | - Zibo Li
- grid.10698.360000000122483208UNC-Chapel Hill Department of Radiology and Biomedical Research Imaging Center (BRIC), Chapel Hill, NC 27514 USA
| | - Jessica L. Kinard
- grid.10698.360000000122483208Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, Chapel Hill, NC 27510 USA
| | - Joshua C. Bizzell
- grid.10698.360000000122483208Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA
| | - Rachel K. Greene
- grid.10698.360000000122483208Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA
| | - Daniel Dillon
- grid.240206.20000 0000 8795 072XCenter for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, MA USA
| | - Diego A. Pizzagalli
- grid.240206.20000 0000 8795 072XCenter for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, MA USA
| | - David Izquierdo-Garcia
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129 USA
| | - Kinh Truong
- grid.10698.360000000122483208Department of Biostatistics, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA
| | - David Lalush
- grid.10698.360000000122483208Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Raleigh, NC USA
| | - Jacob M. Hooker
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129 USA
| | - Gabriel S. Dichter
- grid.10698.360000000122483208Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA ,grid.10698.360000000122483208Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, NC 27514 USA ,grid.10698.360000000122483208Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, Chapel Hill, NC 27510 USA
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19
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Adamou M, Jones SL, Wetherhill S. Predicting diagnostic outcome in adult autism spectrum disorder using the autism diagnostic observation schedule, second edition. BMC Psychiatry 2021; 21:24. [PMID: 33423664 PMCID: PMC7798323 DOI: 10.1186/s12888-020-03028-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 12/22/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The Autism Diagnostic Observation Schedule, Second Edition (ADOS-2) module four assessment for diagnosing autism spectrum disorder in adults has shown good sensitivity and specificity in research settings. METHOD This study aimed to evaluate the predictive accuracy of the ADOS-2 module four by investigating the components of the assessment, in relation to diagnostic outcome in a clinical setting. Data from 88 service users referred to a Specialist Adult Autism Service was explored. RESULTS ADOS-2 scores failed to predict the diagnostic outcome (overall sensitivity = 92%, specificity = 57%). Interestingly, scores from the 'restricted interests' component of the ADOS-2 have the potential to predict diagnostic outcome, despite this domain not been included in the scoring algorithm. CONCLUSIONS Based on our findings, we recommend clinicians are cautious when interpreting results of the ADOS-2 assessment.
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Affiliation(s)
| | - Sarah L. Jones
- grid.499523.00000 0000 8880 3342South West Yorkshire Partnership NHS Foundation Trust, Wakefield, UK ,Manygates Clinic, Belle Isle Health Park, Portobello Road, Wakefield, WF1 5PN UK
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20
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Tschida JE, Yerys BE. A Systematic Review of the Positive Valence System in Autism Spectrum Disorder. Neuropsychol Rev 2020; 31:58-88. [PMID: 33174110 DOI: 10.1007/s11065-020-09459-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 09/23/2020] [Indexed: 01/04/2023]
Abstract
This review synthesized current literature of behavioral and cognitive studies targeting reward processing in autism spectrum disorder (ASD). The National Institute of Mental Health's Research Domain Criteria (RDoC) Positive Valence System (PVS) domain was used as an overarching framework. The objectives were to determine which component operations of reward processing may be atypical in ASD and consequently postulate a heuristic model of reward processing in ASD that could be evaluated with future research. 34 studies were identified from the Embase, PubMed, PsycINFO, and Web of Science databases and included in the review using guidelines from the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (also known as PRISMA guidelines). The extant literature suggested potential relationships between social symptoms of ASD and PVS sub-constructs of reward anticipation, probabilistic and reinforcement learning, reward prediction error, reward (probability), delay, and effort as well as between restricted and repetitive behaviors and interests (RRBIs) and PVS-sub constructs of initial response to reward, reward anticipation, reward (probability), delay, and effort. However, these findings are limited by a sparse and mixed literature for some sub-constructs. We put forward a developmentally informed heuristic model that posits how these component reward processes may be implicated in early ASD behaviors as well as later emerging and more intransigent symptoms. Future research is needed to comprehensively evaluate the proposed model.
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Affiliation(s)
- Jessica E Tschida
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research Building, Center for Autism Research, 2716 South Street, 5th Floor, Philadelphia, PA, 19146, USA.
| | - Benjamin E Yerys
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research Building, Center for Autism Research, 2716 South Street, 5th Floor, Philadelphia, PA, 19146, USA.,Perelman School of Medicine, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
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21
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Silver BM, Conte MM, Victor JD, Jones RM. Visual Search for Circumscribed Interests in Autism Is Similar to That of Neurotypical Individuals. Front Psychol 2020; 11:582074. [PMID: 33192903 PMCID: PMC7640760 DOI: 10.3389/fpsyg.2020.582074] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 09/11/2020] [Indexed: 11/13/2022] Open
Abstract
Intense interests are a core symptom of autism spectrum disorders (ASD) and can be all-encompassing for affected individuals. This observation raises the hypothesis that intense interests in ASD are related to pervasive changes in visual processing for objects within that category, including visual search. We assayed visual processing with two novel tasks, targeting category search and exemplar search. For each task, three kinds of stimuli were used: faces, houses, and images personalized to each participant’s interest. 25 children and adults with ASD were compared to 25 neurotypical (NT) children and adults. We found no differences in either visual search task between ASD and NT controls for interests. Thus, pervasive alterations in perception are not likely to account for ASD behavioral symptoms.
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Affiliation(s)
- Benjamin M Silver
- Department of Psychology, Columbia University in the City of New York, New York, NY, United States
| | - Mary M Conte
- Feil Family Brain and Mind Research Institute, NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, United States
| | - Jonathan D Victor
- Feil Family Brain and Mind Research Institute, NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, United States.,Department of Neurology, NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, United States
| | - Rebecca M Jones
- The Sackler Institute for Developmental Psychobiology, NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, United States
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22
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Resting and Functional Pupil Response Metrics Indicate Features of Reward Sensitivity and ASD in Children. J Autism Dev Disord 2020; 51:2416-2435. [PMID: 32978706 DOI: 10.1007/s10803-020-04721-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The current study examined the relationship between quantitative measures of reward and punishment sensitivity, features of autism spectrum disorder (ASD), and resting and functional pupil response metrics across a clinically heterogeneous sample. Scores on a parent-report measure of punishment and reward sensitivity were correlated with ASD features. We also assessed whether pupil measurements could be used as a physiologic correlate of reward sensitivity and predictor of ASD diagnosis. In a logistic regression model, pupil dilation metrics, sex, and IQ, correctly classified 86.3% of participants as having an ASD diagnosis versus not. This research highlights individual differences of reward sensitivity associated with ASD features. Results support the use of pupil metrics and other patient-level variables as predictors of ASD diagnostic status.
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23
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Unruh KE, Bodfish JW, Gotham KO. Adults with Autism and Adults with Depression Show Similar Attentional Biases to Social-Affective Images. J Autism Dev Disord 2020; 50:2336-2347. [PMID: 29882107 PMCID: PMC6286233 DOI: 10.1007/s10803-018-3627-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Individuals with ASD have increased rates of depression compared to the general population. Repetitive cognition is a core feature of ASD; in typically developing adults, repetitive cognition has been associated with attentional biases to negative emotional material and increased prospective depression risk. We compared adults with ASD to typically developing adults with depression and never-depressed controls, using a paired preference paradigm sensitive to affective biases in the context of repetitive cognition. Both clinical cohorts oriented faster to negative social-emotional material and spent less time overall on positive material, compared to healthy controls. Exploratory analyses within ASD revealed specific influences of repetitive behavior on patterns of affective bias. Findings help pinpoint susceptibilities in ASD that may confer increased risk for depression.
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Affiliation(s)
- Kathryn E Unruh
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
- Schiefelbusch Institute for Life Span Studies and Kansas Center for Autism Research and Training (K-CART), University of Kansas, Lawrence, KS, USA
| | - James W Bodfish
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Hearing & Speech Sciences, Vanderbilt University, Nashville, TN, USA
| | - Katherine O Gotham
- Department of Hearing & Speech Sciences, Vanderbilt University, Nashville, TN, USA.
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24
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Carter RM, Jung H, Reaven J, Blakeley-Smith A, Dichter GS. A Nexus Model of Restricted Interests in Autism Spectrum Disorder. Front Hum Neurosci 2020; 14:212. [PMID: 32581753 PMCID: PMC7283772 DOI: 10.3389/fnhum.2020.00212] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 05/11/2020] [Indexed: 11/23/2022] Open
Abstract
Restricted interests (RIs) in autism spectrum disorder (ASD) are clinically impairing interests of unusual focus or intensity. They are a subtype of restricted and repetitive behaviors which are one of two diagnostic criteria for the disorder. Despite the near ubiquity of RIs in ASD, the neural basis for their development is not well understood. However, recent cognitive neuroscience findings from nonclinical samples and from individuals with ASD shed light on neural mechanisms that may explain the emergence of RIs. We propose the nexus model of RIs in ASD, a novel conceptualization of this symptom domain that suggests that RIs may reflect a co-opting of brain systems that typically serve to integrate complex attention, memory, semantic, and social communication functions during development. The nexus model of RIs hypothesizes that when social communicative development is compromised, brain functions typically located within the lateral surface of cortex may expand into social processing brain systems and alter cortical representations of various cognitive functions during development. These changes, in turn, promote the development of RIs as an alternative process mediated by these brain networks. The nexus model of RIs makes testable predictions about reciprocal relations between the impaired development of social communication and the emergence of RIs in ASD and suggests novel avenues for treatment development.
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Affiliation(s)
- R. McKell Carter
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, United States
| | - Heejung Jung
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, United States
| | - Judy Reaven
- JFK Partners, Department of Psychiatry and Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Audrey Blakeley-Smith
- JFK Partners, Department of Psychiatry and Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Gabriel S. Dichter
- School of Medicine, Carolina Institute for Developmental Disabilities, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Psychology and Neuroscience, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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25
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Lawrence KE, Hernandez LM, Eilbott J, Jack A, Aylward E, Gaab N, Van Horn JD, Bernier RA, Geschwind DH, McPartland JC, Nelson CA, Webb SJ, Pelphrey KA, Bookheimer SY, Dapretto M. Neural responsivity to social rewards in autistic female youth. Transl Psychiatry 2020; 10:178. [PMID: 32488083 PMCID: PMC7266816 DOI: 10.1038/s41398-020-0824-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Revised: 04/16/2020] [Accepted: 04/22/2020] [Indexed: 01/25/2023] Open
Abstract
Autism is hypothesized to be in part driven by a reduced sensitivity to the inherently rewarding nature of social stimuli. Previous neuroimaging studies have indicated that autistic males do indeed display reduced neural activity to social rewards, but it is unknown whether this finding extends to autistic females, particularly as behavioral evidence suggests that affected females may not exhibit the same reduction in social motivation as their male peers. We therefore used functional magnetic resonance imaging to examine social reward processing during an instrumental implicit learning task in 154 children and adolescents (ages 8-17): 39 autistic girls, 43 autistic boys, 33 typically developing girls, and 39 typically developing boys. We found that autistic girls displayed increased activity to socially rewarding stimuli, including greater activity in the nucleus accumbens relative to autistic boys, as well as greater activity in lateral frontal cortices and the anterior insula compared with typically developing girls. These results demonstrate for the first time that autistic girls do not exhibit the same reduction in activity within social reward systems as autistic boys. Instead, autistic girls display increased neural activation to such stimuli in areas related to reward processing and salience detection. Our findings indicate that a reduced sensitivity to social rewards, as assessed with a rewarded instrumental implicit learning task, does not generalize to affected female youth and highlight the importance of studying potential sex differences in autism to improve our understanding of the condition and its heterogeneity.
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Affiliation(s)
- Katherine E Lawrence
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA
| | - Leanna M Hernandez
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA
| | - Jeffrey Eilbott
- Autism & Neurodevelopmental Disorders Institute, The George Washington University School of Medicine and Health Sciences, Washington D.C., USA
| | - Allison Jack
- Department of Psychology, George Mason University, Fairfax, USA
| | - Elizabeth Aylward
- Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, USA
| | - Nadine Gaab
- Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
- Harvard Graduate School of Education, Cambridge, USA
| | - John D Van Horn
- Department of Psychology, University of Virginia, Charlottesville, USA
| | - Raphael A Bernier
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA
| | - Daniel H Geschwind
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA
- Department of Neurology and Center for Neurobehavioral Genetics, University of California Los Angeles, Los Angeles, USA
| | - James C McPartland
- Department of Pediatrics, Yale School of Medicine, New Haven, USA
- Child Study Center, Yale School of Medicine, New Haven, USA
| | - Charles A Nelson
- Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | - Sara J Webb
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA
- Center on Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, USA
| | - Kevin A Pelphrey
- Department of Neurology, University of Virginia, Charlottesville, USA
| | - Susan Y Bookheimer
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA
| | - Mirella Dapretto
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, USA.
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Harrison AJ, Slane MM. Examining How Types of Object Distractors Distinctly Compete for Facial Attention in Autism Spectrum Disorder Using Eye Tracking. J Autism Dev Disord 2019; 50:924-934. [PMID: 31811617 DOI: 10.1007/s10803-019-04315-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Social motivation theory states that individuals with ASD find social stimuli less rewarding (Chevallier et al. in Trends Cognit Sci 16(4):231-239, 2012). An alternative theory suggests that competition from circumscribed interests (CIs) may better account for diminished social attention (Sasson et al. in Autism Res 1(1):31-42, 2008). This study evaluated both theories in children diagnosed with ASD (n = 16) and a group of TD children (n = 20) using eye tracking and demonstrated that distractor type only impacted the proportion of dwell time on faces in the TD group, but not the ASD group. These results provide support for the social motivation theory because gaze duration for faces among children with ASD was diminished regardless of whether the non-social stimuli presented was a CI or control object.
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Affiliation(s)
- Ashley J Harrison
- Department of Educational Psychology, University of Georgia, Athens, GA, USA.
| | - Mylissa M Slane
- Department of Educational Psychology, University of Georgia, Athens, GA, USA
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Bos DJ, Silver BM, Barnes ED, Ajodan EL, Silverman MR, Clark-Whitney E, Tarpey T, Jones RM. Adolescent-Specific Motivation Deficits in Autism Versus Typical Development. J Autism Dev Disord 2019; 50:364-372. [PMID: 31625010 DOI: 10.1007/s10803-019-04258-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Differences in motivation during adolescence relative to childhood and adulthood in autism was tested in a cross-sectional study. 156 Typically developing individuals and 79 individuals with autism ages 10-30 years of age completed a go/nogo task with social and non-social cues. To assess age effects, linear and quadratic models were used. Consistent with prior studies, typically developing adolescents and young adults demonstrated more false alarms for positive relative to neutral social cues. In autism, there were no changes in attention across age for social or non-social cues. Findings suggest reduced orienting to motivating cues during late adolescence and early adulthood in autism. The findings provide a unique perspective to explain the challenges for adolescents with autism transitioning to adulthood.
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Affiliation(s)
- Dienke J Bos
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA.
- Department of Psychiatry, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - Benjamin M Silver
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
- The Center for Autism and the Developing Brain, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
| | - Emily D Barnes
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
- The Center for Autism and the Developing Brain, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
| | - Eliana L Ajodan
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
- The Center for Autism and the Developing Brain, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
| | - Melanie R Silverman
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
- The Center for Autism and the Developing Brain, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
| | - Elysha Clark-Whitney
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
- The Center for Autism and the Developing Brain, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
| | - Thaddeus Tarpey
- Division of Biostatistics, Department of Population Health, NYU School of Medicine, 180 Madison Avenue, New York, NY, 10016, USA
| | - Rebecca M Jones
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
- The Center for Autism and the Developing Brain, Department of Psychiatry, Weill Cornell Medicine, New York, NY, 10065, USA
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28
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Schuetze M, Cho IYK, Vinette S, Rivard KB, Rohr CS, Ten Eycke K, Cozma A, McMorris C, McCrimmon A, Dewey D, Bray SL. Learning with individual-interest outcomes in Autism Spectrum Disorder. Dev Cogn Neurosci 2019; 38:100668. [PMID: 31174061 PMCID: PMC6969337 DOI: 10.1016/j.dcn.2019.100668] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 05/12/2019] [Accepted: 05/24/2019] [Indexed: 11/29/2022] Open
Abstract
Recent work has suggested atypical neural reward responses in individuals with Autism Spectrum Disorder (ASD), particularly for social reinforcers. Less is known about neural responses to restricted interests and few studies have investigated response to rewards in a learning context. We investigated neurophysiological differences in reinforcement learning between adolescents with ASD and typically developing (TD) adolescents (27 ASD, 31 TD). FMRI was acquired during a learning task in which participants chose one of two doors to reveal an image outcome. Doors differed in their probability of showing liked and not-liked images, which were individualized for each participant. Participants chose the door paired with liked images, but not the door paired with not-liked images, significantly above chance and choice allocation did not differ between groups. Interestingly, participants with ASD made choices less consistent with their initial door preferences. We found a neural prediction-error response at the time of outcome in the ventromedial prefrontal and posterior cingulate cortices that did not differ between groups. Together, behavioural and neural findings suggest that learning with individual interest outcomes is not different between individuals with and without ASD, adding to our understanding of motivational aspects of ASD.
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Affiliation(s)
- Manuela Schuetze
- Child and Adolescent Imaging Research (CAIR) Program, Canada; Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; Department of Neuroscience, University of Calgary, Canada.
| | - Ivy Y K Cho
- Child and Adolescent Imaging Research (CAIR) Program, Canada; Department of Radiology, University of Calgary, Foothills Campus, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | - Sarah Vinette
- Child and Adolescent Imaging Research (CAIR) Program, Canada
| | - Keelin B Rivard
- Child and Adolescent Imaging Research (CAIR) Program, Canada; Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada
| | - Christiane S Rohr
- Child and Adolescent Imaging Research (CAIR) Program, Canada; Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; Department of Radiology, University of Calgary, Foothills Campus, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | - Kayla Ten Eycke
- Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Department of Pediatrics, University of Calgary, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada
| | - Adelina Cozma
- Child and Adolescent Imaging Research (CAIR) Program, Canada
| | - Carly McMorris
- Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Werklund School of Education, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada; Department of Pediatrics, University of Calgary, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada
| | - Adam McCrimmon
- Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Werklund School of Education, University of Calgary, 2500 University Drive NW, Calgary, AB, T2N 1N4, Canada
| | - Deborah Dewey
- Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Department of Pediatrics, University of Calgary, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Department of Community Health Sciences, University of Calgary, 3D10, 3280 Hospital Drive NW, Calgary, AB, T2N 4Z6, Canada
| | - Signe L Bray
- Child and Adolescent Imaging Research (CAIR) Program, Canada; Alberta Children's Hospital Research Institute, Alberta Children's Hospital, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; Department of Radiology, University of Calgary, Foothills Campus, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada; Department of Pediatrics, University of Calgary, 2888 Shaganappi Trail NW, Calgary, AB, T3B 6A8, Canada
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Gale CM, Eikeseth S, Klintwall L. Children with Autism show Atypical Preference for Non-social Stimuli. Sci Rep 2019; 9:10355. [PMID: 31316161 PMCID: PMC6637109 DOI: 10.1038/s41598-019-46705-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 06/27/2019] [Indexed: 12/12/2022] Open
Abstract
The present investigation describes three studies testing the hypothesis that children with Autism Spectrum Disorder (ASD) show an atypical preference for non-social stimuli. Preference for non-social and social stimuli was assessed using applications on a portable tablet computer. Twenty-eight children with ASD were matched on developmental age with the chronological age of 41 typically developing (TD) children. The non-social stimuli consisted of six different films of abstract moving geometric patterns. Social stimuli were six different films of the face of young adults (Study 1 and 3) or six films of different dogs' faces (Study 2). When given a choice between the non-social and social stimuli, children with ASD preferred the non-social stimuli. When the human faces were replaced with dogs' faces the participants with ASD continued to prefer the non-social stimuli. A high reinforcement value of non-social stimuli was also demonstrated when the non-social stimuli were presented alone, suggesting the preference for the non-social stimuli was not simply an avoidance of social stimuli. Whenever an infant prefers non-social stimuli over social stimuli, non-typical development in social communication and social interests may result, together with the development of high levels and frequently occurring stereotyped and repetitive behavior. These behaviors define Autism.
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Affiliation(s)
- Catherine M Gale
- Department of Behavioral Science, Oslo Metropolitan University, Oslo, Norway
| | - Svein Eikeseth
- Department of Behavioral Science, Oslo Metropolitan University, Oslo, Norway.
| | - Lars Klintwall
- Department of Psychology, Stockholm University, Stockholm, Sweden
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30
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Bos DJ, Silverman MR, Ajodan EL, Martin C, Silver BM, Brouwer GJ, Di Martino A, Jones RM. Rigidity coincides with reduced cognitive control to affective cues in children with autism. JOURNAL OF ABNORMAL PSYCHOLOGY 2019; 128:431-441. [PMID: 31045398 DOI: 10.1037/abn0000423] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The present study tested whether salient affective cues would negatively influence cognitive control in children with and without autism spectrum disorder (ASD). One hundred children aged 6-12 years who were either typically developing or had ASD performed a novel go/no-go task to cues of their interest versus cues of noninterest. Linear mixed-effects (LME) models for hit rate, false alarms, and the sensitivity index d' were used to test for group differences. Caregivers completed the Repetitive Behavior Scale-Revised to test associations between repetitive behaviors and task performance. Children with ASD had reduced cognitive control toward their interests compared with typically developing children. Further, children with ASD showed reduced cognitive control to interests compared with noninterests, a pattern not observed in typically developing children. Decreased cognitive control toward interests was associated with higher insistence on sameness behavior in ASD, but there was no association between sameness behavior and cognitive control for noninterests. Together, children with ASD demonstrated decreased cognitive flexibility in the context of increased affective salience related to interests. These results provide a mechanism for how salient affective cues, such as interests, interfere with daily functioning and social communication in ASD. Further, the findings have broader clinical implications for understanding how affective cues can drive interactions between restricted patterns of behavior and cognitive control. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Dienke J Bos
- Sackler Institute for Developmental Psychobiology
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31
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Gooskens B, Bos DJ, Mensen VT, Shook DA, Bruchhage MMK, Naaijen J, Wolf I, Brandeis D, Williams SCR, Buitelaar JK, Oranje B, Durston S. No evidence of differences in cognitive control in children with autism spectrum disorder or obsessive-compulsive disorder: An fMRI study. Dev Cogn Neurosci 2019; 36:100602. [PMID: 30559053 PMCID: PMC6969278 DOI: 10.1016/j.dcn.2018.11.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 10/05/2018] [Accepted: 11/26/2018] [Indexed: 12/27/2022] Open
Abstract
Repetitive behaviors are among the core symptoms of both Autism Spectrum Disorder (ASD) and Obsessive-Compulsive Disorder (OCD) and are thought to be associated with impairments in cognitive control. However, it is still unknown how deficits in cognitive control and associated neural circuitry relate to the quality or severity of repetitive behavior in children with these disorders. Therefore, we investigated the behavioral and neural correlates of cognitive control using a modified stop-signal task in a multicenter study of children (aged 8-12 years) with ASD, OCD and typically developing (TD) children (N = 95). As both ASD and OCD have high levels of comorbidity with Attention Deficit/Hyperactivity Disorder (ADHD), we did an exploratory analysis addressing ADHD-symptoms. We found that children with ASD and OCD did not show deficits in cognitive control or changes in brain activity in task-relevant neural networks when compared to TD children. However, increased activity in prefrontal brain areas was associated with increased symptoms of comorbid ADHD. As such, this study does not support differences in cognitive control or associated neural circuitry in children with ASD and OCD, but rather suggests that changes in cognitive control in these disorders may be related to symptoms of comorbid ADHD.
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Affiliation(s)
- Bram Gooskens
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
| | - Dienke J Bos
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Vincent T Mensen
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Devon A Shook
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Muriel M K Bruchhage
- Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Jilly Naaijen
- Department of Cognitive Neuroscience, Donders Institute of Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Isabella Wolf
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty, Mannheim/Heidelberg University, Mannheim, Germany
| | - Daniel Brandeis
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty, Mannheim/Heidelberg University, Mannheim, Germany; Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Zurich, Switzerland; Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland; Neuroscience Center Zurich, University of Zurich, Zurich, Switzerland; ETH Zurich, Zurich, Switzerland
| | - Steven C R Williams
- Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Jan K Buitelaar
- Department of Cognitive Neuroscience, Donders Institute of Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands; Karakter Child and Adolescent Psychiatry University Center, Nijmegen, the Netherlands
| | - Bob Oranje
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Sarah Durston
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
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Nomi JS, Molnar-Szakacs I, Uddin LQ. Insular function in autism: Update and future directions in neuroimaging and interventions. Prog Neuropsychopharmacol Biol Psychiatry 2019; 89:412-426. [PMID: 30381235 DOI: 10.1016/j.pnpbp.2018.10.015] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 10/15/2018] [Accepted: 10/26/2018] [Indexed: 12/13/2022]
Abstract
The insular cortex, hidden within the lateral sulcus of the human brain, participates in a range of cognitive, affective, and sensory functions. Autism spectrum disorder (ASD), a neurodevelopmental condition affecting all of these functional domains, has increasingly been linked with atypical activation and connectivity of the insular cortices. Here we review the latest research linking atypical insular function to a range of behaviors characteristic of ASD, with an emphasis on neuroimaging findings in the domains of social cognition and executive function. We summarize some of the recent work linking the insula to interventions in autism, including oxytocin-based pharmacological treatments and music therapy. We suggest that future directions likely to yield significant insights into insular pathology in ASD include the analysis of the dynamics of this brain region. We also conclude that more basic research is necessary on the use of oxytocin pharmacotherapy, and larger studies addressing participant heterogeneity are needed on the use of music therapy in ASD. Long-term studies are needed to ascertain sustained effects of these interventions.
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Affiliation(s)
- Jason S Nomi
- Department of Psychology, University of Miami, Coral Gables, FL, USA.
| | | | - Lucina Q Uddin
- Department of Psychology, University of Miami, Coral Gables, FL, USA; Neuroscience Program, University of Miami Miller School of Medicine, Miami, FL, USA; Canadian Institute for Advanced Research, Toronto, ON, Canada.
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33
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Greene RK, Walsh E, Mosner MG, Dichter GS. A potential mechanistic role for neuroinflammation in reward processing impairments in autism spectrum disorder. Biol Psychol 2019; 142:1-12. [PMID: 30552950 PMCID: PMC6401269 DOI: 10.1016/j.biopsycho.2018.12.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 12/11/2018] [Accepted: 12/11/2018] [Indexed: 01/18/2023]
Abstract
Accumulating evidence suggests that autism spectrum disorder (ASD) may be conceptualized within a framework of reward processing impairments. The Social Motivation Theory of Autism posits that reduced motivation to interact with people and decreased pleasure derived from social interactions may derail typical social development and contribute to the emergence of core social communication deficits in ASD. Neuroinflammation may disrupt the development of mesolimbic dopaminergic systems that are critical for optimal functioning of social reward processing systems. This neuroinflammation-induced disturbance of mesolimbic dopaminergic functioning has been substantiated using maternal immune activation rodent models whose offspring show aberrant dopaminergic corticostriatal function, as well as behavioral characteristics of ASD model systems. Preclinical findings are in turn supported by clinical evidence of increased mesolimbic neuroinflammatory responses in individuals with ASD. This review summarizes evidence for reward processing deficits and neuroinflammatory impairments in ASD and examines how immune inflammatory dysregulation may impair the development of dopaminergic mesolimbic circuitry in ASD. Finally, future research directions examining neuroinflammatory effects on reward processing in ASD are proposed.
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Affiliation(s)
- Rachel K Greene
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA.
| | - Erin Walsh
- Department of Psychiatry, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27514, USA.
| | - Maya G Mosner
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA.
| | - Gabriel S Dichter
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA; Department of Psychiatry, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27514, USA; Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC 27514, USA.
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34
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Traynor JM, Gough A, Duku E, Shore DI, Hall GBC. Eye Tracking Effort Expenditure and Autonomic Arousal to Social and Circumscribed Interest Stimuli in Autism Spectrum Disorder. J Autism Dev Disord 2019; 49:1988-2002. [DOI: 10.1007/s10803-018-03877-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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35
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Decreased Cortical Thickness in the Anterior Cingulate Cortex in Adults with Autism. J Autism Dev Disord 2018; 49:1402-1409. [DOI: 10.1007/s10803-018-3807-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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36
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Atherton G, Lummis B, Day SX, Cross L. What am I thinking? Perspective-taking from the perspective of adolescents with autism. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2018; 23:1186-1200. [PMID: 30306792 DOI: 10.1177/1362361318793409] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Autistic people are often described as being impaired with regard to theory of mind, though more recent literature finds flaws in the theory of mind deficit paradigm. In addition, the predominant methods for examining theory of mind often rely on "observational" modes of assessment and do not adequately reflect the dynamic process of real-life perspective taking. Thus, it is imperative that researchers continue to test the autistic theory of mind deficit paradigm and explore theory of mind experiences through more naturalistic approaches. This study qualitatively examined theory of mind in 12 autistic adolescents through a series of semi-structured interviews. Interpretive phenomenological analysis of the data revealed four core themes in participants' theory of mind experiences and strategies, all of which highlighted how a more accurate representation of autistic theory of mind is one of difference rather than deficit. For instance, data showed that autistic heightened perceptual abilities may contribute to mentalizing strengths and that honesty in autism may be less dependent on systemizing rather than personal experience and choice. Such findings suggest that future research should reexamine autistic characteristics in light of their ability to enhance theory of mind processing. Understanding how an autistic theory of mind is uniquely functional is an imperative step toward both destigmatizing the condition and advocating for neurodiversity.
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37
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Clements CC, Zoltowski AR, Yankowitz LD, Yerys BE, Schultz RT, Herrington JD. Evaluation of the Social Motivation Hypothesis of Autism: A Systematic Review and Meta-analysis. JAMA Psychiatry 2018; 75:797-808. [PMID: 29898209 PMCID: PMC6143096 DOI: 10.1001/jamapsychiatry.2018.1100] [Citation(s) in RCA: 167] [Impact Index Per Article: 23.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Accepted: 03/29/2018] [Indexed: 01/29/2023]
Abstract
Importance The social motivation hypothesis posits that individuals with autism spectrum disorder (ASD) find social stimuli less rewarding than do people with neurotypical activity. However, functional magnetic resonance imaging (fMRI) studies of reward processing have yielded mixed results. Objectives To examine whether individuals with ASD process rewarding stimuli differently than typically developing individuals (controls), whether differences are limited to social rewards, and whether contradictory findings in the literature might be due to sample characteristics. Data Sources Articles were identified in PubMed, Embase, and PsycINFO from database inception until June 1, 2017. Functional MRI data from these articles were provided by most authors. Study Selection Publications were included that provided brain activation contrasts between a sample with ASD and controls on a reward task, determined by multiple reviewer consensus. Data Extraction and Synthesis When fMRI data were not provided by authors, multiple reviewers extracted peak coordinates and effect sizes from articles to recreate statistical maps using seed-based d mapping software. Random-effects meta-analyses of responses to social, nonsocial, and restricted interest stimuli, as well as all of these domains together, were performed. Secondary analyses included meta-analyses of wanting and liking, meta-regression with age, and correlations with ASD severity. All procedures were conducted in accordance with Meta-analysis of Observational Studies in Epidemiology guidelines. Main Outcomes and Measures Brain activation differences between groups with ASD and typically developing controls while processing rewards. All analyses except the domain-general meta-analysis were planned before data collection. Results The meta-analysis included 13 studies (30 total fMRI contrasts) from 259 individuals with ASD and 246 controls. Autism spectrum disorder was associated with aberrant processing of both social and nonsocial rewards in striatal regions and increased activation in response to restricted interests (social reward, caudate cluster: d = -0.25 [95% CI, -0.41 to -0.08]; nonsocial reward, caudate and anterior cingulate cluster: d = -0.22 [95% CI, -0.42 to -0.02]; restricted interests, caudate and nucleus accumbens cluster: d = 0.42 [95% CI, 0.07 to 0.78]). Conclusions and Relevance Individuals with ASD show atypical processing of social and nonsocial rewards. Findings support a broader interpretation of the social motivation hypothesis of ASD whereby general atypical reward processing encompasses social reward, nonsocial reward, and perhaps restricted interests. This meta-analysis also suggests that prior mixed results could be driven by sample age differences, warranting further study of the developmental trajectory for reward processing in ASD.
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Affiliation(s)
- Caitlin C. Clements
- Center for Autism Research, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Psychology, University of Pennsylvania, Philadelphia
| | - Alisa R. Zoltowski
- Center for Autism Research, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Neuroscience, Vanderbilt University, Nashville, Tennessee
| | - Lisa D. Yankowitz
- Center for Autism Research, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Psychology, University of Pennsylvania, Philadelphia
| | - Benjamin E. Yerys
- Center for Autism Research, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Psychiatry, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Robert T. Schultz
- Center for Autism Research, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Psychiatry, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - John D. Herrington
- Center for Autism Research, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
- Department of Psychiatry, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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38
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Bi XA, Liu Y, Jiang Q, Shu Q, Sun Q, Dai J. The Diagnosis of Autism Spectrum Disorder Based on the Random Neural Network Cluster. Front Hum Neurosci 2018; 12:257. [PMID: 29997489 PMCID: PMC6028564 DOI: 10.3389/fnhum.2018.00257] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 06/05/2018] [Indexed: 12/11/2022] Open
Abstract
As the autism spectrum disorder (ASD) is highly heritable, pervasive and prevalent, the clinical diagnosis of ASD is vital. In the existing literature, a single neural network (NN) is generally used to classify ASD patients from typical controls (TC) based on functional MRI data and the accuracy is not very high. Thus, the new method named as the random NN cluster, which consists of multiple NNs was proposed to classify ASD patients and TC in this article. Fifty ASD patients and 42 TC were selected from autism brain imaging data exchange (ABIDE) database. First, five different NNs were applied to build five types of random NN clusters. Second, the accuracies of the five types of random NN clusters were compared to select the highest one. The random Elman NN cluster had the highest accuracy, thus Elman NN was selected as the best base classifier. Then, we used the significant features between ASD patients and TC to find out abnormal brain regions which include the supplementary motor area, the median cingulate and paracingulate gyri, the fusiform gyrus (FG) and the insula (INS). The proposed method provides a new perspective to improve classification performance and it is meaningful for the diagnosis of ASD.
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Affiliation(s)
- Xia-An Bi
- College of Information Science and Engineering, Hunan Normal University, Changsha, China
| | - Yingchao Liu
- College of Information Science and Engineering, Hunan Normal University, Changsha, China
| | - Qin Jiang
- College of Information Science and Engineering, Hunan Normal University, Changsha, China
| | - Qing Shu
- College of Information Science and Engineering, Hunan Normal University, Changsha, China
| | - Qi Sun
- College of Information Science and Engineering, Hunan Normal University, Changsha, China
| | - Jianhua Dai
- College of Information Science and Engineering, Hunan Normal University, Changsha, China
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The neural circuitry of restricted repetitive behavior: Magnetic resonance imaging in neurodevelopmental disorders and animal models. Neurosci Biobehav Rev 2018; 92:152-171. [PMID: 29802854 DOI: 10.1016/j.neubiorev.2018.05.022] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 04/18/2018] [Accepted: 05/20/2018] [Indexed: 11/23/2022]
Abstract
Restricted, repetitive behaviors (RRBs) are patterns of behavior that exhibit little variation in form and have no obvious function. RRBs although transdiagonstic are a particularly prominent feature of certain neurodevelopmental disorders, yet relatively little is known about the neural circuitry of RRBs. Past work in this area has focused on isolated brain regions and neurotransmitter systems, but implementing a neural circuit approach has the potential to greatly improve understanding of RRBs. Magnetic resonance imaging (MRI) is well-suited to studying the structural and functional connectivity of the nervous system, and is a highly translational research tool. In this review, we synthesize MRI research from both neurodevelopmental disorders and relevant animal models that informs the neural circuitry of RRB. Together, these studies implicate distributed neural circuits between the cortex, basal ganglia, and cerebellum. Despite progress in neuroimaging of RRB, there are many opportunities for conceptual and methodological improvement. We conclude by suggesting future directions for MRI research in RRB, and how such studies can benefit from complementary approaches in neuroscience.
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Largely Typical Electrophysiological Affective Responses to Special Interest Stimuli in Adolescents with Autism Spectrum Disorder. J Autism Dev Disord 2018; 48:3133-3143. [PMID: 29680961 DOI: 10.1007/s10803-018-3587-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Circumscribed interests are a symptom of autism spectrum disorder (ASD) that may be related to exaggerated affective neural responses. However, the use of generic ASD-interest image stimuli has left an open question as to whether affective responses towards individual interests are greater in ASD compared to typically developing (TD) controls. We compared amplitudes of the late positive potential (LPP), an affective electroencephalographic response, between adolescents with ASD (N = 19) and TD adolescents (N = 20), using images tailored to individual likes and dislikes. We found an LPP response for liked and disliked images, relative to neutral, with no difference in amplitude between groups. This suggests that the LPP is not atypical in adolescents with ASD towards images of individual interests.
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41
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Atherton G, Cross L. Seeing More Than Human: Autism and Anthropomorphic Theory of Mind. Front Psychol 2018; 9:528. [PMID: 29755383 PMCID: PMC5932358 DOI: 10.3389/fpsyg.2018.00528] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2017] [Accepted: 03/27/2018] [Indexed: 11/17/2022] Open
Abstract
Theory of mind (ToM) is defined as the process of taking another's perspective. Anthropomorphism can be seen as the extension of ToM to non-human entities. This review examines the literature concerning ToM and anthropomorphism in relation to individuals with Autism Spectrum Disorder (ASD), specifically addressing the questions of how and why those on the spectrum both show an increased interest for anthropomorphism and may even show improved ToM abilities when judging the mental states of anthropomorphic characters. This review highlights that while individuals with ASD traditionally show deficits on a wide range of ToM tests, such as recognizing facial emotions, such ToM deficits may be ameliorated if the stimuli presented is cartoon or animal-like rather than in human form. Individuals with ASD show a greater interest in anthropomorphic characters and process the features of these characters using methods typically reserved for human stimuli. Personal accounts of individuals with ASD also suggest they may identify more closely with animals than other humans. It is shown how the social motivations hypothesized to underlie the anthropomorphizing of non-human targets may lead those on the spectrum to seek social connections and therefore gain ToM experience and expertise amongst unlikely sources.
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Affiliation(s)
- Gray Atherton
- Department of Psychological, Health and Learning Sciences, University of Houston, Houston, TX, United States
- Department of Psychology, School of Science and Technology, Sunway University, Selangor, Malaysia
| | - Liam Cross
- Department of Psychology, School of Science and Technology, Sunway University, Selangor, Malaysia
- Department of Psychology, School of Science, University of Buckingham, Buckingham, United Kingdom
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42
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Traynor JM, Doyle-Thomas KAR, Hanford LC, Foster NE, Tryfon A, Hyde KL, Anagnostou E, Evans AC, Zwaigenbaum L, Hall GBC. Indices of repetitive behaviour are correlated with patterns of intrinsic functional connectivity in youth with autism spectrum disorder. Brain Res 2018; 1685:79-90. [PMID: 29453959 DOI: 10.1016/j.brainres.2018.02.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Revised: 01/11/2018] [Accepted: 02/05/2018] [Indexed: 12/29/2022]
Abstract
The purpose of the current study was to examine how repetitive behaviour in Autism Spectrum Disorder (ASD) is related to intrinsic functional connectivity patterns in a number of large-scale, neural networks. Resting-state fMRI scans from thirty subjects with ASD and thirty-two age-matched, typically developing control subjects were analysed. Seed-to-voxel and ROI-to-ROI functional connectivity analyses were used to examine resting-state connectivity in a number of cortical and subcortical neural networks. Bivariate correlation analysis was performed to examine the relationship between repetitive behaviour scores from the Repetitive Behaviour Scale - Revised and intrinsic functional connectivity in ASD subjects. Compared to control subjects, ASD subjects displayed marked over-connectivity of the thalamus with several cortical sensory processing areas, as well as over-connectivity of the basal ganglia with somatosensory and motor cortices. Within the ASD group, significant correlations were found between functional connectivity patterns and total RBS-R scores as well as one principal component analysis-derived score from the RBS-R. These results suggest that thalamocortical resting-state connectivity is altered in individuals with ASD, and that resting-state functional connectivity is associated with ASD symptomatology.
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Affiliation(s)
- J M Traynor
- McMaster University, Department of Psychology, Neuroscience & Behaviour, Hamilton, Ontario, Canada
| | - K A R Doyle-Thomas
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, University of Toronto, Toronto, Ontario, Canada
| | - L C Hanford
- McMaster University, Department of Psychology, Neuroscience & Behaviour, Hamilton, Ontario, Canada
| | - N E Foster
- International Laboratory for Brain Music and Sound (BRAMS), University of Montreal, Montreal, Quebec, Canada; Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - A Tryfon
- International Laboratory for Brain Music and Sound (BRAMS), University of Montreal, Montreal, Quebec, Canada; Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - K L Hyde
- International Laboratory for Brain Music and Sound (BRAMS), University of Montreal, Montreal, Quebec, Canada; Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - E Anagnostou
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, University of Toronto, Toronto, Ontario, Canada; Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - A C Evans
- Montreal Neurological Institute, Montreal, Quebec, Canada
| | - L Zwaigenbaum
- Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - G B C Hall
- McMaster University, Department of Psychology, Neuroscience & Behaviour, Hamilton, Ontario, Canada.
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Kohls G, Antezana L, Mosner MG, Schultz RT, Yerys BE. Altered reward system reactivity for personalized circumscribed interests in autism. Mol Autism 2018; 9:9. [PMID: 29423135 PMCID: PMC5791309 DOI: 10.1186/s13229-018-0195-7] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 01/16/2018] [Indexed: 12/28/2022] Open
Abstract
Background Neurobiological research in autism spectrum disorders (ASD) has paid little attention on brain mechanisms that cause and maintain restricted and repetitive behaviors and interests (RRBIs). Evidence indicates an imbalance in the brain’s reward system responsiveness to social and non-social stimuli may contribute to both social deficits and RRBIs. Thus, this study’s central aim was to compare brain responsiveness to individual RRBI (i.e., circumscribed interests), with social rewards (i.e., social approval), in youth with ASD relative to typically developing controls (TDCs). Methods We conducted a 3T functional magnetic resonance imaging (fMRI) study to investigate the blood-oxygenation-level-dependent effect of personalized circumscribed interest rewards versus social rewards in 39 youth with ASD relative to 22 TDC. To probe the reward system, we employed short video clips as reinforcement in an instrumental incentive delay task. This optimization increased the task’s ecological validity compared to still pictures that are often used in this line of research. Results Compared to TDCs, youth with ASD had stronger reward system responses for CIs mostly within the non-social realm (e.g., video games) than social rewards (e.g., approval). Additionally, this imbalance within the caudate nucleus’ responsiveness was related to greater social impairment. Conclusions The current data support the idea of reward system dysfunction that may contribute to enhanced motivation for RRBIs in ASD, accompanied by diminished motivation for social engagement. If a dysregulated reward system indeed supports the emergence and maintenance of social and non-social symptoms of ASD, then strategically targeting the reward system in future treatment endeavors may allow for more efficacious treatment practices that help improve outcomes for individuals with ASD and their families. Electronic supplementary material The online version of this article (10.1186/s13229-018-0195-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Gregor Kohls
- 1Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, RWTH Aachen University, Aachen, Germany
| | - Ligia Antezana
- 2Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA USA
| | - Maya G Mosner
- 3Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Robert T Schultz
- 4Center for Autism Research, The Children's Hospital of Philadelphia, 3535 Market Street, Ste 860, Philadelphia, PA 19104 USA.,5Pediatrics Department, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA.,6Psychiatry Department, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
| | - Benjamin E Yerys
- 4Center for Autism Research, The Children's Hospital of Philadelphia, 3535 Market Street, Ste 860, Philadelphia, PA 19104 USA.,6Psychiatry Department, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA USA
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Abbott AE, Linke AC, Nair A, Jahedi A, Alba LA, Keown CL, Fishman I, Müller RA. Repetitive behaviors in autism are linked to imbalance of corticostriatal connectivity: a functional connectivity MRI study. Soc Cogn Affect Neurosci 2018; 13:32-42. [PMID: 29177509 PMCID: PMC5793718 DOI: 10.1093/scan/nsx129] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 10/03/2017] [Accepted: 10/23/2017] [Indexed: 01/17/2023] Open
Abstract
The neural underpinnings of repetitive behaviors (RBs) in autism spectrum disorders (ASDs), ranging from cognitive to motor characteristics, remain unknown. We assessed RB symptomatology in 50 ASD and 52 typically developing (TD) children and adolescents (ages 8-17 years), examining intrinsic functional connectivity (iFC) of corticostriatal circuitry, which is important for reward-based learning and integration of emotional, cognitive and motor processing, and considered impaired in ASDs. Connectivity analyses were performed for three functionally distinct striatal seeds (limbic, frontoparietal and motor). Functional connectivity with cortical regions of interest was assessed for corticostriatal circuit connectivity indices and ratios, testing the balance of connectivity between circuits. Results showed corticostriatal overconnectivity of limbic and frontoparietal seeds, but underconnectivity of motor seeds. Correlations with RBs were found for connectivity between the striatal motor seeds and cortical motor clusters from the whole-brain analysis, and for frontoparietal/limbic and motor/limbic connectivity ratios. Division of ASD participants into high (n = 17) and low RB subgroups (n = 19) showed reduced frontoparietal/limbic and motor/limbic circuit ratios for high RB compared to low RB and TD groups in the right hemisphere. Results suggest an association between RBs and an imbalance of corticostriatal iFC in ASD, being increased for limbic, but reduced for frontoparietal and motor circuits.
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Affiliation(s)
- Angela E Abbott
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
| | - Annika C Linke
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
| | - Aarti Nair
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
- Joint Doctoral Program in Clinical Psychology, San Diego State University and University of California, San Diego, San Diego, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
| | - Afrooz Jahedi
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
- Computational Science Research Center, San Diego State University
| | - Laura A Alba
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
| | - Christopher L Keown
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
- Computational Science Research Center, San Diego State University
- Department of Cognitive Science, University of California, San Diego, CA, USA
| | - Inna Fishman
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
- Joint Doctoral Program in Clinical Psychology, San Diego State University and University of California, San Diego, San Diego, CA, USA
| | - Ralph-Axel Müller
- Department of Psychology, Brain Development Imaging Laboratories, San Diego State University
- Joint Doctoral Program in Clinical Psychology, San Diego State University and University of California, San Diego, San Diego, CA, USA
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Bos DJ, Ajodan EL, Silverman MR, Dyke JP, Durston S, Power JD, Jones RM. Neural correlates of preferred activities: development of an interest-specific go/nogo task. Soc Cogn Affect Neurosci 2017; 12:1890-1901. [PMID: 29077964 PMCID: PMC5716102 DOI: 10.1093/scan/nsx127] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 10/03/2017] [Accepted: 10/23/2017] [Indexed: 12/18/2022] Open
Abstract
The activities we choose to spend our leisure time with are intrinsically motivating and vary across individuals. Yet it is unknown how impulse control or neural activity changes when processing a preferred stimulus related to a hobby or interest. Developing a task that assesses the response to preferred interests is of importance as it would be relevant to a range of psychiatric disorders that have hyper- or hypo-arousal to such cues. During functional Magnetic Resonance Imaging (fMRI), 39 healthy adults completed a novel task to test approach behavior and cognitive control to cues that were personalized to the participants' interests compared to stimuli the participants identified as being of non-interest and colored shapes. fMRI results showed that cues of one's interest elicited activation in the anterior insula compared to colored shapes. Interests did not change inhibition compared to non-interests and colored shapes and all stimuli equally engaged a frontostriatal circuit. Together the results suggest that adults were sensitive to their interests but were effective at regulating their impulses towards these cues, a skill that is critical for navigating the temptations and distractions in our daily environment.
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Affiliation(s)
- Dienke J Bos
- Weill Cornell Medicine, The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, New York, NY, USA
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Eliana L Ajodan
- Weill Cornell Medicine, The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, New York, NY, USA
- Weill Cornell Medicine, Center for Autism and the Developing Brain, Department of Psychiatry, New York, NY, USA
| | - Melanie R Silverman
- Weill Cornell Medicine, The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, New York, NY, USA
- Weill Cornell Medicine, Center for Autism and the Developing Brain, Department of Psychiatry, New York, NY, USA
| | - Jonathan P Dyke
- Weill Cornell Medicine, Citigroup Biomedical Imaging Center, Department of Radiology, New York, NY, USA
| | - Sarah Durston
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Jonathan D Power
- Weill Cornell Medicine, The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, New York, NY, USA
- Department of Psychiatry, New York Presbyterian Hospital, NY, USA
| | - Rebecca M Jones
- Weill Cornell Medicine, The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, New York, NY, USA
- Weill Cornell Medicine, Center for Autism and the Developing Brain, Department of Psychiatry, New York, NY, USA
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Schuetze M, Rohr CS, Dewey D, McCrimmon A, Bray S. Reinforcement Learning in Autism Spectrum Disorder. Front Psychol 2017; 8:2035. [PMID: 29209259 PMCID: PMC5702301 DOI: 10.3389/fpsyg.2017.02035] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 11/07/2017] [Indexed: 01/21/2023] Open
Abstract
Early behavioral interventions are recognized as integral to standard care in autism spectrum disorder (ASD), and often focus on reinforcing desired behaviors (e.g., eye contact) and reducing the presence of atypical behaviors (e.g., echoing others' phrases). However, efficacy of these programs is mixed. Reinforcement learning relies on neurocircuitry that has been reported to be atypical in ASD: prefrontal-sub-cortical circuits, amygdala, brainstem, and cerebellum. Thus, early behavioral interventions rely on neurocircuitry that may function atypically in at least a subset of individuals with ASD. Recent work has investigated physiological, behavioral, and neural responses to reinforcers to uncover differences in motivation and learning in ASD. We will synthesize this work to identify promising avenues for future research that ultimately can be used to enhance the efficacy of early intervention.
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Affiliation(s)
- Manuela Schuetze
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada
- Behaviour and the Developing Brain, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
- Department of Neuroscience, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Calgary, AB, Canada
| | - Christiane S. Rohr
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada
- Behaviour and the Developing Brain, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Deborah Dewey
- Behaviour and the Developing Brain, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
- Department of Pediatrics, University of Calgary, Calgary, AB, Canada
| | - Adam McCrimmon
- Behaviour and the Developing Brain, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
- Educational Psychology, Werklund School of Education, University of Calgary, Calgary, AB, Canada
| | - Signe Bray
- Child and Adolescent Imaging Research Program, University of Calgary, Calgary, AB, Canada
- Behaviour and the Developing Brain, Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Department of Pediatrics, University of Calgary, Calgary, AB, Canada
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Ninci J, Rispoli M, Burke MD, Neely LC. Embedding Interests of Individuals with Autism Spectrum Disorder: a Quality Review. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2017. [DOI: 10.1007/s40489-017-0120-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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Chiodo L, Majerus S, Mottron L. Typical versus delayed speech onset influences verbal reporting of autistic interests. Mol Autism 2017; 8:35. [PMID: 28736607 PMCID: PMC5520365 DOI: 10.1186/s13229-017-0155-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 06/26/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The distinction between autism and Asperger syndrome has been abandoned in the DSM-5. However, this clinical categorization largely overlaps with the presence or absence of a speech onset delay which is associated with clinical, cognitive, and neural differences. It is unknown whether these different speech development pathways and associated cognitive differences are involved in the heterogeneity of the restricted interests that characterize autistic adults. METHOD This study tested the hypothesis that speech onset delay, or conversely, early mastery of speech, orients the nature and verbal reporting of adult autistic interests. The occurrence of a priori defined descriptors for perceptual and thematic dimensions were determined, as well as the perceived function and benefits, in the response of autistic people to a semi-structured interview on their intense interests. The number of words, grammatical categories, and proportion of perceptual/thematic descriptors were computed and compared between groups by variance analyses. The participants comprised 40 autistic adults grouped according to the presence (N = 20) or absence (N = 20) of speech onset delay, as well as 20 non-autistic adults, also with intense interests, matched for non-verbal intelligence using Raven's Progressive Matrices. RESULTS The overall nature, function, and benefit of intense interests were similar across autistic subgroups, and between autistic and non-autistic groups. However, autistic participants with a history of speech onset delay used more perceptual than thematic descriptors when talking about their interests, whereas the opposite was true for autistic individuals without speech onset delay. This finding remained significant after controlling for linguistic differences observed between the two groups. CONCLUSIONS Verbal reporting, but not the nature or positive function, of intense interests differed between adult autistic individuals depending on their speech acquisition history: oral reporting of intense interests was characterized by perceptual dominance for autistic individuals with delayed speech onset and thematic dominance for those without. This may contribute to the heterogeneous presentation observed among autistic adults of normal intelligence.
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Affiliation(s)
- Liliane Chiodo
- Psychology & Neuroscience of Cognition Research Unit, PsyNCog University of Liège, Place des Orateurs, 1, Bâtiment 33, 4000 Liège, Belgium
| | - Steve Majerus
- Psychology & Neuroscience of Cognition Research Unit, PsyNCog University of Liège, Place des Orateurs, 1, Bâtiment 33, 4000 Liège, Belgium
| | - Laurent Mottron
- Centre d'Excellence en Troubles Envahissants du Développement de l'Université de Montréal, Hôpital Rivière-des-Prairies, 7070 Blvd Perras, Montréal, Québec H1E 1A4 Canada
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49
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Failla MD, Peters BR, Karbasforoushan H, Foss-Feig JH, Schauder KB, Heflin BH, Cascio CJ. Intrainsular connectivity and somatosensory responsiveness in young children with ASD. Mol Autism 2017; 8:25. [PMID: 28630661 PMCID: PMC5470196 DOI: 10.1186/s13229-017-0143-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 05/17/2017] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The human somatosensory system comprises dissociable paths for discriminative and affective touch, reflected in separate peripheral afferent populations and distinct cortical targets. Differences in behavioral and neural responses to affective touch may have an important developmental role in early social experiences, which are relevant for autism spectrum disorder (ASD). METHODS Using probabilistic tractography, we compared the structural integrity of white matter pathways for discriminative and affective touch in young children with ASD and their typically developing (TD) peers. We examined two tracts: (1) a tract linking the thalamus with the primary somatosensory cortex, which carries discriminative tactile information, and (2) a tract linking the posterior insula-the cortical projection target of unmyelinated tactile afferents mediating affective touch-with the anterior insula, which integrates sensory and visceral inputs to interpret emotional salience of sensory stimuli. We investigated associations between tract integrity and performance on a standardized observational assessment measuring tactile discrimination and affective responses to touch. RESULTS Both the thalamocortical and intrainsular tracts showed reduced integrity (higher mean diffusivity) in the ASD group compared to those in the TD group. Consistent with the previous findings, the ASD group exhibited impaired tactile discriminative ability, more tactile defensiveness, and more sensory seeking (e.g., enthusiastic play or repetitive engagement with a specific tactile stimulus). There was a significant relation between intrainsular tract integrity and tactile seeking. The direction of this relation differed between groups: higher intrainsular mean diffusivity (MD) (reflecting decreased tract integrity) was associated with increased tactile seeking in the TD group but with decreased tactile seeking in the ASD group. In the TD group, decreased tactile defensiveness was also associated with higher intrainsular MD, but there was no relation in the ASD group. Discriminative touch was not significantly associated with integrity of either tract in either group. CONCLUSIONS These results support previous findings suggesting a central role for the insula in affective response to touch. While both discriminative and affective touch and both somatosensory tracts are affected in ASD, the restriction of brain-behavior associations to the intrainsular tract and tactile seeking suggests more complex and perhaps higher-order influence on differences in tactile defensiveness and discrimination.
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Affiliation(s)
- Michelle D. Failla
- Department of Psychiatry, Vanderbilt University Medical Center, Nashville, TN 37212 USA
| | | | - Haleh Karbasforoushan
- Interdepartmental Neuroscience (NUIN) PhD Program, Northwestern University, Evanston, IL 60208 USA
| | - Jennifer H. Foss-Feig
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mt. Sinai, New York, NY 10029 USA
- Department of Psychiatry, Icahn School of Medicine at Mt. Sinai, New York, NY 10029 USA
| | | | - Brynna H. Heflin
- Department of Psychiatry, Vanderbilt University Medical Center, Nashville, TN 37212 USA
| | - Carissa J. Cascio
- Department of Psychiatry, Vanderbilt University Medical Center, Nashville, TN 37212 USA
- Vanderbilt Kennedy Center, Nashville, TN 37203 USA
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50
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Unruh KE, Sasson NJ, Shafer RL, Whitten A, Miller SJ, Turner-Brown L, Bodfish JW. Social Orienting and Attention Is Influenced by the Presence of Competing Nonsocial Information in Adolescents with Autism. Front Neurosci 2016; 10:586. [PMID: 28066169 PMCID: PMC5179566 DOI: 10.3389/fnins.2016.00586] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 12/07/2016] [Indexed: 01/04/2023] Open
Abstract
Background: Our experiences with the world play a critical role in neural and behavioral development. Children with autism spectrum disorder (ASD) spend a disproportionate amount of time seeking out, attending to, and engaging with aspects of their environment that are largely nonsocial in nature. In this study we adapted an established method for eliciting and quantifying aspects of visual choice behavior related to preference to test the hypothesis that preference for nonsocial sources of stimulation diminishes orientation and attention to social sources of stimulation in children with ASD. Method: Preferential viewing tasks can serve as objective measures of preference, with a greater proportion of viewing time to one item indicative of increased preference. The current task used gaze-tracking technology to examine patterns of visual orientation and attention to stimulus pairs that varied in social (faces) and nonsocial content (high autism interest or low autism interest). Participants included both adolescents diagnosed with ASD and typically developing; groups were matched on IQ and gender. Results: Repeated measures ANOVA revealed that individuals with ASD had a significantly greater latency to first fixate on social images when this image was paired with a high autism interest image, compared to a low autism interest image pairing. Participants with ASD showed greater total look time to objects, while typically developing participants preferred to look at faces. Groups also differed in number and average duration of fixations to social and object images. In the ASD group only, a measure of nonsocial interest was associated with reduced preference for social images when paired with high autism interest images. Conclusions: In ASD, the presence of nonsocial sources of stimulation can significantly increase the latency of look time to social sources of information. These results suggest that atypicalities in social motivation in ASD may be context-dependent, with a greater degree of plasticity than is assumed by existing social motivation accounts of ASD.
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Affiliation(s)
- Kathryn E. Unruh
- Vanderbilt Neuroscience Graduate Program, Vanderbilt Brain Institute, Vanderbilt UniversityNashville, TN, USA
| | - Noah J. Sasson
- School of Behavioral and Brain Sciences, The University of Texas at DallasRichardson, TX, USA
| | - Robin L. Shafer
- Vanderbilt Neuroscience Graduate Program, Vanderbilt Brain Institute, Vanderbilt UniversityNashville, TN, USA
| | - Allison Whitten
- Department of Hearing and Speech Sciences, Vanderbilt University Medical CenterNashville, TN, USA
| | - Stephanie J. Miller
- Sheps Center for Health Services Research, Carolina Institute for Developmental DisabilitiesChapel Hill, NC, USA
| | - Lauren Turner-Brown
- Sheps Center for Health Services Research, Carolina Institute for Developmental DisabilitiesChapel Hill, NC, USA
- TEACCH Autism Program, UNC School of Medicine, The University of North Carolina at Chapel HillCarrboro, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill School of MedicineChapel Hill, NC, USA
| | - James W. Bodfish
- Vanderbilt Neuroscience Graduate Program, Vanderbilt Brain Institute, Vanderbilt UniversityNashville, TN, USA
- Department of Hearing and Speech Sciences, Vanderbilt University Medical CenterNashville, TN, USA
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