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Lorang E, Peffers K, Johnson JR, Venker CE. Stick with Static: Unexpected Detrimental Effects of Visual Movement in a Looking-While-Listening Task. J Autism Dev Disord 2024:10.1007/s10803-024-06689-5. [PMID: 39714750 DOI: 10.1007/s10803-024-06689-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/10/2024] [Indexed: 12/24/2024]
Abstract
PURPOSE Looking while listening (LWL) tasks track eye movements while children view images (e.g., a dog and a ball) and hear an auditory prompt (e.g., "Find the ball"), allowing researchers to measure receptive language in populations who may be difficult to test with traditional measures. However, LWL tasks often result in high levels of missing data and accurately measuring receptive language in autistic children remains a challenge. METHODS We analyzed data from 18 autistic children ages 2-5 years and examined whether adding visual movement of the named image improved LWL accuracy compared to a static condition. This study also investigated whether receptive language abilities on a standardized assessment moderated the effect of condition (i.e., static vs. movement) on LWL accuracy. RESULTS There was evidence of comprehension in both conditions, although children showed faster recognition in the static compared to the movement condition. Standardized language abilities did not moderate the effect of condition on LWL accuracy. However, as standardized receptive language scores increased, accuracy increased. CONCLUSION Findings indicate that the visual movement manipulation in the current study did not improve accuracy compared to traditional static images within the LWL task. These results also suggest a continued need to refine LWL tasks in order to improve LWL methodology and refine receptive language measures for autistic children.
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Affiliation(s)
- Emily Lorang
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, USA.
- Michigan State University, 1026 Red Cedar Road, East Lansing, MI, 48824, USA.
| | - Kendra Peffers
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, USA
| | - Jennifer R Johnson
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, USA
| | - Courtney E Venker
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, USA
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2
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Akin-Bulbul I, Ozdemir S. Evaluation of the Social Attention Hypothesis: Do Children with Autism Prefer to See Objects Rather than People? J Autism Dev Disord 2024:10.1007/s10803-024-06596-9. [PMID: 39546170 DOI: 10.1007/s10803-024-06596-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/01/2024] [Indexed: 11/17/2024]
Abstract
A growing body of research shows that children with autism exhibit selective limitations in their ability to direct their visual attention to social stimuli. The cause of this selective limitation, however, remains unknown. The main purpose of this study is to determine whether the limitations in social attention are influenced by the objects in the environment. Specifically, the study examines the differences in visual attention between children with autism and typically developing (TD) children as they view videos of social interactions under two conditions, with and without objects. The sample consisted of 53 children with autism and 74 TD children, aged between 18 and 36 months. The findings indicated that young children with autism exhibited differences in their social attention compared to their TD peers. The results revealed that the presence of objects did not affect the visual attention differences between the two groups. However, removing objects from the environment positively impacted the social attention of both groups. In the condition without objects, both groups directed more visual attention more toward the Face and Body Areas of Interests (AoIs), whereas in the condition with objects, both groups prioritized looking at the Toy AoI. These findings have important implications for evidence-based decision-making, especially in designing early intervention environments for children with autism.
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Affiliation(s)
- Isik Akin-Bulbul
- Hacettepe Education Faculty, Department of Special Education, Hacettepe University, Ankara, Turkey.
| | - Selda Ozdemir
- Hacettepe Education Faculty, Department of Special Education, Hacettepe University, Ankara, Turkey
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3
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Ambarchi Z, Boulton KA, Thapa R, Arciuli J, DeMayo MM, Hickie IB, Thomas EE, Guastella AJ. Social and joint attention during shared book reading in young autistic children: a potential marker for social development. J Child Psychol Psychiatry 2024; 65:1441-1452. [PMID: 38659350 DOI: 10.1111/jcpp.13993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/16/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND Atypical patterns of social engagement and joint attention behaviors are diagnostic criteria for people with autism spectrum disorder. Experimental tasks using eye-tracking methodologies have, however, shown inconsistent results. The development of tasks with greater ecological validity and relevance for developmentally appropriate social milestones has been identified as important for the field. METHODS We developed a novel, dynamic eye-tracking task emulating a shared book reading (SBR) scenario. Four SBR videos of an adult reader engaging with the viewer while reading a children's picture book and including sequenced bids for joint attention were developed. Participants included 90 children (N = 56 autistic children, N = 34 neurotypical children; aged 3-12). Social attention was also measured in a live free play task between participants and an experimenter. RESULTS Compared to neurotypical children, autistic children displayed reduced attention to socially salient stimuli including the reader's face and picture book across SBR videos and during joint attention bids specifically. In contrast, they showed increased attention to nonsalient background stimuli compared to their neurotypical peers. These attention patterns in autistic children were associated with reduced verbal and nonverbal cognitive skills and increased symptoms associated with autism. Interestingly, positive correlations in the frequency of eye gaze between SBR and free play suggested a potential predictive value for social attention in live social interactions. CONCLUSIONS Findings highlight the utility of SBR eye-tracking tasks in understanding underlying divergences in social engagement and joint attention between autistic and neurotypical children. This commonly practiced early childhood activity may provide insights into the relationship between social engagement and learning to reveal how such attentional patterns might influence broader developmental and educational outcomes.
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Affiliation(s)
- Zahava Ambarchi
- Clinic for Autism and Neurodevelopment Research (CAN Research), Brain and Mind Centre, Sydney Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Kelsie A Boulton
- Clinic for Autism and Neurodevelopment Research (CAN Research), Brain and Mind Centre, Sydney Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Rinku Thapa
- Clinic for Autism and Neurodevelopment Research (CAN Research), Brain and Mind Centre, Sydney Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Joanne Arciuli
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia
| | - Marilena M DeMayo
- Clinic for Autism and Neurodevelopment Research (CAN Research), Brain and Mind Centre, Sydney Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Ian B Hickie
- Clinic for Autism and Neurodevelopment Research (CAN Research), Brain and Mind Centre, Sydney Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Emma E Thomas
- Clinic for Autism and Neurodevelopment Research (CAN Research), Brain and Mind Centre, Sydney Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
| | - Adam J Guastella
- Clinic for Autism and Neurodevelopment Research (CAN Research), Brain and Mind Centre, Sydney Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
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Tsuji Y, Imaizumi S. Autistic traits and speech perception in social and non-social noises. Sci Rep 2024; 14:1414. [PMID: 38228768 PMCID: PMC10791598 DOI: 10.1038/s41598-024-52050-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 01/12/2024] [Indexed: 01/18/2024] Open
Abstract
Individuals with the autism spectrum disorder (ASD) experience difficulties in perceiving speech in background noises with temporal dips; they also lack social orienting. We tested two hypotheses: (1) the higher the autistic traits, the lower the performance in the speech-in-noise test, and (2) individuals with high autistic traits experience greater difficulty in perceiving speech, especially in the non-vocal noise, because of their attentional bias toward non-vocal sounds. Thirty-eight female Japanese university students participated in an experiment measuring their ability to perceive speech in the presence of noise. Participants were asked to detect Japanese words embedded in vocal and non-vocal background noises with temporal dips. We found a marginally significant effect of autistic traits on speech perception performance, suggesting a trend that favors the first hypothesis. However, caution is needed in this interpretation because the null hypothesis is not rejected. No significant interaction was found between the types of background noise and autistic traits, indicating that the second hypothesis was not supported. This might be because individuals with high autistic traits in the general population have a weaker attentional bias toward non-vocal sounds than those with ASD or to the explicit instruction given to attend to the target speech.
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Affiliation(s)
- Yurika Tsuji
- Graduate School of Humanities and Sciences, Ochanomizu University, Tokyo, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Shu Imaizumi
- Institute for Education and Human Development, Ochanomizu University, Tokyo, Japan.
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Ambarchi Z, Boulton KA, Thapa R, Thomas EE, DeMayo MM, Sasson NJ, Hickie IB, Guastella AJ. Evidence of a reduced role for circumscribed interests in the social attention patterns of children with Autism Spectrum Disorder. J Autism Dev Disord 2023; 53:3999-4011. [PMID: 35927513 PMCID: PMC10499676 DOI: 10.1007/s10803-022-05638-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2022] [Indexed: 11/27/2022]
Abstract
Reduced social attention is characteristic of Autism Spectrum Disorder (ASD). It has been suggested to result from an early onset and excessive influence of circumscribed interests (CIs) on gaze behaviour, compared to typically developing (TYP) individuals. To date, these findings have been mixed. The current eye-tracking study utilised a visual preference paradigm to investigate the influence of CI versus non-CI objects on attention patterns in children with ASD (aged 3-12 years, n = 37) and their age-matched TYP peers (n = 30). Compared to TYP, social and object attention was reduced in the ASD group irrespective of the presence of CIs. Results suggest a reduced role for CIs and extend recent evidence of atypical attention patterns across social and non-social domains in ASD.
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Affiliation(s)
- Z Ambarchi
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Sydney, Australia
| | - K A Boulton
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Sydney, Australia
| | - R Thapa
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Sydney, Australia
| | - E E Thomas
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Sydney, Australia
| | - M M DeMayo
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Sydney, Australia
| | - N J Sasson
- Department of Psychology, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, USA
| | - I B Hickie
- Brain and Mind Centre, Central Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Adam J Guastella
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Sydney, Australia.
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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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7
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Pierce K, Wen TH, Zahiri J, Andreason C, Courchesne E, Barnes CC, Lopez L, Arias SJ, Esquivel A, Cheng A. Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder. JAMA Netw Open 2023; 6:e2255125. [PMID: 36753277 PMCID: PMC9909502 DOI: 10.1001/jamanetworkopen.2022.55125] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 12/19/2022] [Indexed: 02/09/2023] Open
Abstract
Importance Caregivers have long captured the attention of their infants by speaking in motherese, a playful speech style characterized by heightened affect. Reduced attention to motherese in toddlers with autism spectrum disorder (ASD) may be a contributor to downstream language and social challenges and could be diagnostically revealing. Objective To investigate whether attention toward motherese speech can be used as a diagnostic classifier of ASD and is associated with language and social ability. Design, Setting, and Participants This diagnostic study included toddlers aged 12 to 48 months, spanning ASD and non-ASD diagnostic groups, at a research center. Data were collected from February 2018 to April 2021 and analyzed from April 2021 to March 2022. Exposures Gaze-contingent eye-tracking test. Main Outcomes and Measures Using gaze-contingent eye tracking wherein the location of a toddler's fixation triggered a specific movie file, toddlers participated in 1 or more 1-minute eye-tracking tests designed to quantify attention to motherese speech, including motherese vs traffic (ie, noisy vehicles on a highway) and motherese vs techno (ie, abstract shapes with music). Toddlers were also diagnostically and psychometrically evaluated by psychologists. Levels of fixation within motherese and nonmotherese movies and mean number of saccades per second were calculated. Receiver operating characteristic (ROC) curves were used to evaluate optimal fixation cutoff values and associated sensitivity, specificity, positive predictive value (PPV), and negative predictive value. Within the ASD group, toddlers were stratified based on low, middle, or high levels of interest in motherese speech, and associations with social and language abilities were examined. Results A total of 653 toddlers were included (mean [SD] age, 26.45 [8.37] months; 480 males [73.51%]). Unlike toddlers without ASD, who almost uniformly attended to motherese speech with a median level of 82.25% and 80.75% across the 2 tests, among toddlers with ASD, there was a wide range, spanning 0% to 100%. Both the traffic and techno paradigms were effective diagnostic classifiers, with large between-group effect sizes (eg, ASD vs typical development: Cohen d, 1.0 in the techno paradigm). Across both paradigms, a cutoff value of 30% or less fixation on motherese resulted in an area under the ROC curve (AUC) of 0.733 (95% CI, 0.693-0.773) and 0.761 (95% CI, 0.717-0.804), respectively; specificity of 98% (95% CI, 95%-99%) and 96% (95% CI, 92%-98%), respectively; and PPV of 94% (95% CI, 86%-98%). Reflective of heterogeneity and expected subtypes in ASD, sensitivity was lower at 18% (95% CI, 14%-22%) and 29% (95% CI, 24%-34%), respectively. Combining metrics increased the AUC to 0.841 (95% CI, 0.805-0.877). Toddlers with ASD who showed the lowest levels of attention to motherese speech had weaker social and language abilities. Conclusions and Relevance In this diagnostic study, a subset of toddlers showed low levels of attention toward motherese speech. When a cutoff level of 30% or less fixation on motherese speech was used, toddlers in this range were diagnostically classified as having ASD with high accuracy. Insight into which toddlers show unusually low levels of attention to motherese may be beneficial not only for early ASD diagnosis and prognosis but also as a possible therapeutic target.
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Affiliation(s)
- Karen Pierce
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Teresa H. Wen
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Javad Zahiri
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Charlene Andreason
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Eric Courchesne
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Cynthia C. Barnes
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Linda Lopez
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Steven J. Arias
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Ahtziry Esquivel
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
| | - Amanda Cheng
- Autism Center of Excellence, Department of Neurosciences, University of California San Diego, La Jolla
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Putnam OC, Sasson N, Parish-Morris J, Harrop C. Effects of social complexity and gender on social and non-social attention in male and female autistic children: A comparison of four eye-tracking paradigms. Autism Res 2023; 16:315-326. [PMID: 36408851 PMCID: PMC11686979 DOI: 10.1002/aur.2851] [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: 12/03/2021] [Accepted: 10/31/2022] [Indexed: 11/22/2022]
Abstract
Eye tracking has long been used to characterize differences in social attention between autistic and non-autistic children, but recent work has shown that these patterns may vary widely according to the biological sex of the participants and the social complexity and gender-typicality of the eye tracking stimuli (e.g., barbies vs. transformers). To better understand effects of sex, social complexity, and object gender-typicality on social and non-social gaze behavior in autism, we compared the visual attention patterns of 67 autistic (ASD) and non-autistic (NA) males (M) and females (F) (ASD M = 21; ASD F = 18; NA M = 14; NA F = 14) across four eye tracking paradigms varying in social complexity and object gender-typicality. We found consistency across paradigms in terms of overall attention and attention to social stimuli, but attention to objects varied when paradigms considered gender in their stimulus design. Children attended more to gendered objects, particularly when the gender-typicality of the object matched their assigned sex. These results demonstrate that visual social attention in autism is affected by interactions between a child's biological sex, social scene complexity, and object gender-typicality and have broad implications for the design and interpretation of eye tracking studies.
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Affiliation(s)
- Orla C. Putnam
- Division of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Noah Sasson
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Richardson, Texas, USA
| | - Julia Parish-Morris
- Department of Child and Adolescent Psychiatry, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Clare Harrop
- Division of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- TEACCH Autism Program, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Weichselbaum C, Hendrix N, Albright J, Dougherty JD, Botteron KN, Constantino JN, Marrus N. Social attention during object engagement: toward a cross-species measure of preferential social orienting. J Neurodev Disord 2022; 14:58. [PMID: 36517753 PMCID: PMC9749210 DOI: 10.1186/s11689-022-09467-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 11/15/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND A central challenge in preclinical research investigating the biology of autism spectrum disorder (ASD) is the translation of ASD-related social phenotypes across humans and animal models. Social orienting, an observable, evolutionarily conserved behavior, represents a promising cross-species ASD phenotype given that disrupted social orienting is an early-emerging ASD feature with evidence for predicting familial recurrence. Here, we adapt a competing-stimulus social orienting task from domesticated dogs to naturalistic play behavior in human toddlers and test whether this approach indexes decreased social orienting in ASD. METHODS Play behavior was coded from the Autism Diagnostic Observation Schedule (ADOS) in two samples of toddlers, each with and without ASD. Sample 1 (n = 16) consisted of community-ascertained research participants, while Sample 2 involved a prospective study of infants at a high or low familial liability for ASD (n = 67). Coding quantified the child's looks towards the experimenter and caregiver, a social stimulus, while playing with high-interest toys, a non-social stimulus. A competing-stimulus measure of "Social Attention During Object Engagement" (SADOE) was calculated by dividing the number of social looks by total time spent playing with toys. SADOE was compared based on ASD diagnosis and differing familial liability for ASD. RESULTS In both samples, toddlers with ASD exhibited significantly lower SADOE compared to toddlers without ASD, with large effect sizes (Hedges' g ≥ 0.92) driven by a lower frequency of child-initiated spontaneous looks. Among toddlers at high familial likelihood of ASD, toddlers with ASD showed lower SADOE than toddlers without ASD, while SADOE did not differ based on presence or absence of familial ASD risk alone. SADOE correlated negatively with ADOS social affect calibrated severity scores and positively with the Communication and Symbolic Behavior Scales social subscale. In a binary logistic regression model, SADOE alone correctly classified 74.1% of cases, which rose to 85.2% when combined with cognitive development. CONCLUSIONS This work suggests that a brief behavioral measure pitting a high-interest nonsocial stimulus against the innate draw of social partners can serve as a feasible cross-species measure of social orienting, with implications for genetically informative behavioral phenotyping of social deficits in ASD and other neurodevelopmental disorders.
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Affiliation(s)
- Claire Weichselbaum
- Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid Ave, Box 8504, St Louis, MO, 63110, USA
- Department of Genetics, Washington University School of Medicine, 660 S. Euclid Ave, Box 8232, St Louis, MO, 63110, USA
| | - Nicole Hendrix
- Department of Pediatrics, Marcus Autism Center, Emory University Pediatric Institute, 1920 Briarcliff Rd, Atlanta, GA, 30329, USA
| | - Jordan Albright
- Virginia Tech Autism Clinic & Center for Autism Research, Virginia Polytechnic Institute and State University, 3110 Prices Fork Rd, Blacksburg, VA, 24060, USA
| | - Joseph D Dougherty
- Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid Ave, Box 8504, St Louis, MO, 63110, USA
- Department of Genetics, Washington University School of Medicine, 660 S. Euclid Ave, Box 8232, St Louis, MO, 63110, USA
| | - Kelly N Botteron
- Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid Ave, Box 8504, St Louis, MO, 63110, USA
- Department of Radiology, Washington University School of Medicine, 660 S. Euclid, 35 Ave, St Louis, MO, 63110, USA
| | - John N Constantino
- Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid Ave, Box 8504, St Louis, MO, 63110, USA
| | - Natasha Marrus
- Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid Ave, Box 8504, St Louis, MO, 63110, USA.
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10
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Robain F, Godel M, Kojovic N, Franchini M, Journal F, Schaer M. Measuring social orienting in preschoolers with autism spectrum disorder using cartoons stimuli. J Psychiatr Res 2022; 156:398-405. [PMID: 36323142 DOI: 10.1016/j.jpsychires.2022.10.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 09/27/2022] [Accepted: 10/17/2022] [Indexed: 11/21/2022]
Abstract
Altered social orienting (SO) was proposed as the primary source of socio-communicative difficulties in autism spectrum disorder (ASD). Eye-tracking studies generally confirm a decreased SO in ASD population. However, SO has been scarcely investigated using minimally social stimuli such as cartoons. The extent to which SO might be decreased when watching cartoons is therefore unknown. Yet, it could allow for malleable and child-friendly paradigms that could be sensitive to early atypical visual preference. In this study, 90 preschoolers with ASD (age = 3.19 ± 0 .88) and 20 TD (age = 2.95 ± 1.26) watched two eye-tracking preference tasks. One Realistic task, displaying children dancing versus geometric shapes moving repetitively and a Cartoon task, displaying social and non-social cartoon stimuli with similar movements. We measured SO percentage along with refined visual exploration parameters and compared those of ASD children to TDs. In addition, we investigated their relations with behavioral measures such as symptom severity, developmental and adaptive levels. We evidenced a decreased SO percentage in ASD compared to TD children when watching the Realistic task but not the Cartoon task. We did not identify any other between groups differences. However, we identified several correlations between eye-tracking measures and developmental as well as adaptive measures within the Cartoon task. Together, our results support a preferential orientation of children with autism towards repetitively moving shapes but no decreased SO when measured with minimally social stimuli. Nonetheless, when investigating finer visual exploration parameters, even socially simple stimuli elicited atypical gaze patterns related to early developmental delay.
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Affiliation(s)
- François Robain
- Department of Psychiatry, University of Geneva, Faculty of Medicine, Geneva, Switzerland.
| | - Michel Godel
- Department of Psychiatry, University of Geneva, Faculty of Medicine, Geneva, Switzerland; Fondation Pôle Autisme, Unité de Recherche, 4 place du Cirque, 1204, Geneva, Switzerland
| | - Nada Kojovic
- Department of Psychiatry, University of Geneva, Faculty of Medicine, Geneva, Switzerland
| | - Martina Franchini
- Department of Psychiatry, University of Geneva, Faculty of Medicine, Geneva, Switzerland; Fondation Pôle Autisme, Unité de Recherche, 4 place du Cirque, 1204, Geneva, Switzerland
| | - Fiona Journal
- Department of Psychiatry, University of Geneva, Faculty of Medicine, Geneva, Switzerland; Fondation Pôle Autisme, Unité de Recherche, 4 place du Cirque, 1204, Geneva, Switzerland
| | - Marie Schaer
- Department of Psychiatry, University of Geneva, Faculty of Medicine, Geneva, Switzerland; Fondation Pôle Autisme, Unité de Recherche, 4 place du Cirque, 1204, Geneva, Switzerland
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11
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Attentional Engagement and Disengagement Differences for Circumscribed Interest Objects in Young Chinese Children with Autism. Brain Sci 2022; 12:brainsci12111461. [DOI: 10.3390/brainsci12111461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/16/2022] [Accepted: 10/25/2022] [Indexed: 11/16/2022] Open
Abstract
The current study aimed to investigate attentional processing differences for circumscribed interest (CI) and non-CI objects in young Chinese children with autism spectrum condition (ASC) and typically developing (TD) controls. In Experiment 1, a visual preference task explored attentional allocation to cartoon CI and non-CI materials between the two groups. We found that ASC children (n = 22, 4.95 ± 0.59 years) exhibited a preference for CI-related objects compared to non-CI objects, and this effect was absent in the TD children (n = 22, 5.14 ± 0.44 years). Experiment 2 utilized the traditional gap-overlap paradigm (GOP) to investigate attentional disengagement from CI or non-CI items in both groups (ASC: n = 20, 5.92 ± 1.13 years; TD: n = 25, 5.77 ± 0.77 years). There were no group or stimulus interactions in this study. Experiment 3 adopted a modified GOP (MGOP) to further explore disengagement in the two groups (ASC: n = 20, 5.54 ± 0.95 years; TD: n = 24, 5.75 ± 0.52 years), and the results suggested that exogenous disengagement performance was preserved in the ASC group, but the children with ASC exhibited increased endogenous attentional disengagement compared to TD peers. Moreover, endogenous disengagement was influenced further in the presence of CI-related objects in the ASC children. The current results have implications for understanding how the nature of engagement and disengagement processes can contribute to differences in the development of core cognitive skills in young children with ASC.
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12
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Fortier AV, Meisner OC, Nair AR, Chang SWC. Prefrontal Circuits guiding Social Preference: Implications in Autism Spectrum Disorder. Neurosci Biobehav Rev 2022; 141:104803. [PMID: 35908593 PMCID: PMC10122914 DOI: 10.1016/j.neubiorev.2022.104803] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 07/10/2022] [Accepted: 07/27/2022] [Indexed: 11/30/2022]
Abstract
Although Autism Spectrum Disorder (ASD) is increasing in diagnostic prevalence, treatment options are inadequate largely due to limited understanding of ASD's underlying neural mechanisms. Contributing to difficulties in treatment development is the vast heterogeneity of ASD, from physiological causes to clinical presentations. Recent studies suggest that distinct genetic and neurological alterations may converge onto similar underlying neural circuits. Therefore, an improved understanding of neural circuit-level dysfunction in ASD may be a more productive path to developing broader treatments that are effective across a greater spectrum of ASD. Given the social preference behavioral deficits commonly seen in ASD, dysfunction in circuits mediating social preference may contribute to the atypical development of social cognition. We discuss some of the animal models used to study ASD and examine the function and effects of dysregulation of the social preference circuits, notably the medial prefrontal cortex-amygdala and the medial prefrontal cortex-nucleus accumbens circuits, in these animal models. Using the common circuits underlying similar behavioral disruptions of social preference behaviors as an example, we highlight the importance of identifying disruption in convergent circuits to improve the translational success of animal model research for ASD treatment development.
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Affiliation(s)
- Abigail V Fortier
- Department of Psychology, Yale University, New Haven, CT 06520, USA; Department of Molecular, Cellular, Developmental Biology, New Haven, CT 06520, USA
| | - Olivia C Meisner
- Department of Psychology, Yale University, New Haven, CT 06520, USA; Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Amrita R Nair
- Department of Psychology, Yale University, New Haven, CT 06520, USA
| | - Steve W C Chang
- Department of Psychology, Yale University, New Haven, CT 06520, USA; Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06510, USA; Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT 06510, USA; Wu Tsai Institute, Yale University, New Haven, CT 06510, USA
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13
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Jure R. The “Primitive Brain Dysfunction” Theory of Autism: The Superior Colliculus Role. Front Integr Neurosci 2022; 16:797391. [PMID: 35712344 PMCID: PMC9194533 DOI: 10.3389/fnint.2022.797391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 04/19/2022] [Indexed: 11/20/2022] Open
Abstract
A better understanding of the pathogenesis of autism will help clarify our conception of the complexity of normal brain development. The crucial deficit may lie in the postnatal changes that vision produces in the brainstem nuclei during early life. The superior colliculus is the primary brainstem visual center. Although difficult to examine in humans with present techniques, it is known to support behaviors essential for every vertebrate to survive, such as the ability to pay attention to relevant stimuli and to produce automatic motor responses based on sensory input. From birth to death, it acts as a brain sentinel that influences basic aspects of our behavior. It is the main brainstem hub that lies between the environment and the rest of the higher neural system, making continuous, implicit decisions about where to direct our attention. The conserved cortex-like organization of the superior colliculus in all vertebrates allows the early appearance of primitive emotionally-related behaviors essential for survival. It contains first-line specialized neurons enabling the detection and tracking of faces and movements from birth. During development, it also sends the appropriate impulses to help shape brain areas necessary for social-communicative abilities. These abilities require the analysis of numerous variables, such as the simultaneous evaluation of incoming information sustained by separate brain networks (visual, auditory and sensory-motor, social, emotional, etc.), and predictive capabilities which compare present events to previous experiences and possible responses. These critical aspects of decision-making allow us to evaluate the impact that our response or behavior may provoke in others. The purpose of this review is to show that several enigmas about the complexity of autism might be explained by disruptions of collicular and brainstem functions. The results of two separate lines of investigation: 1. the cognitive, etiologic, and pathogenic aspects of autism on one hand, and two. the functional anatomy of the colliculus on the other, are considered in order to bridge the gap between basic brain science and clinical studies and to promote future research in this unexplored area.
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14
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Riddiford JA, Enticott PG, Lavale A, Gurvich C. Gaze and social functioning associations in autism spectrum disorder: A systematic review and meta-analysis. Autism Res 2022; 15:1380-1446. [PMID: 35593039 PMCID: PMC9543973 DOI: 10.1002/aur.2729] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 03/08/2022] [Accepted: 03/28/2022] [Indexed: 12/11/2022]
Abstract
Autism spectrum disorder (ASD) is characterized by significant social functioning impairments, including (but not limited to) emotion recognition, mentalizing, and joint attention. Despite extensive investigation into the correlates of social functioning in ASD, only recently has there been focus on the role of low‐level sensory input, particularly visual processing. Extensive gaze deficits have been described in ASD, from basic saccadic function through to social attention and the processing of complex biological motion. Given that social functioning often relies on accurately processing visual information, inefficient visual processing may contribute to the emergence and sustainment of social functioning difficulties in ASD. To explore the association between measures of gaze and social functioning in ASD, a systematic review and meta‐analysis was conducted. A total of 95 studies were identified from a search of CINAHL Plus, Embase, OVID Medline, and psycINFO databases in July 2021. Findings support associations between increased gaze to the face/head and eye regions with improved social functioning and reduced autism symptom severity. However, gaze allocation to the mouth appears dependent on social and emotional content of scenes and the cognitive profile of participants. This review supports the investigation of gaze variables as potential biomarkers of ASD, although future longitudinal studies are required to investigate the developmental progression of this relationship and to explore the influence of heterogeneity in ASD clinical characteristics.
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Affiliation(s)
- Jacqueline A Riddiford
- Department of Psychiatry, Central Clinical School, Monash University, Melbourne, Victoria
| | - Peter G Enticott
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, Australia
| | - Alex Lavale
- Department of Psychiatry, Central Clinical School, Monash University, Melbourne, Victoria
| | - Caroline Gurvich
- Department of Psychiatry, Central Clinical School, Monash University, Melbourne, Victoria
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15
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Nayar K, Shic F, Winston M, Losh M. A constellation of eye-tracking measures reveals social attention differences in ASD and the broad autism phenotype. Mol Autism 2022; 13:18. [PMID: 35509089 PMCID: PMC9069739 DOI: 10.1186/s13229-022-00490-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Accepted: 02/10/2022] [Indexed: 11/25/2022] Open
Abstract
Background Social attention differences, expressed through gaze patterns, have been documented in autism spectrum disorder (ASD), with subtle differences also reported among first-degree relatives, suggesting a shared genetic link. Findings have mostly been derived from standard eye-tracking methods (total fixation count or total fixation duration). Given the dynamics of visual attention, these standard methods may obscure subtle, yet core, differences in visual attention mechanisms, particularly those presenting sub-clinically. This study applied a constellation of eye-tracking analyses to gaze data from individuals with ASD and their parents. Methods This study included n = 156 participants across groups, including ASD (n = 24) and control (n = 32) groups, and parents of individuals with ASD (n = 61) and control parents (n = 39). A complex scene with social/non-social elements was displayed and gaze tracked via an eye tracker. Eleven analytic methods from the following categories were analyzed: (1) standard variables, (2) temporal dynamics (e.g., gaze over time), (3) fixation patterns (e.g., perseverative or regressive fixations), (4) first fixations, and (5) distribution patterns. MANOVAs, growth curve analyses, and Chi-squared tests were applied to examine group differences. Finally, group differences were examined on component scores derived from a principal component analysis (PCA) that reduced variables to distinct dimensions. Results No group differences emerged among standard, first fixation, and distribution pattern variables. Both the ASD and ASD parent groups demonstrated on average reduced social attention over time and atypical perseverative fixations. Lower social attention factor scores derived from PCA strongly differentiated the ASD and ASD parent groups from controls, with parent findings driven by the subset of parents demonstrating the broad autism phenotype. Limitations To generalize these findings, larger sample sizes, extended viewing contexts (e.g., dynamic stimuli), and even more eye-tracking analytical methods are needed. Conclusions Fixations over time and perseverative fixations differentiated ASD and the ASD parent groups from controls, with the PCA most robustly capturing social attention differences. Findings highlight their methodological utility in studies of the (broad) autism spectrum to capture nuanced visual attention differences that may relate to clinical symptoms in ASD, and reflect genetic liability in clinically unaffected relatives. This proof-of-concept study may inform future studies using eye tracking across populations where social attention is impacted. Supplementary Information The online version contains supplementary material available at 10.1186/s13229-022-00490-w.
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Affiliation(s)
- Kritika Nayar
- Neurodevelopmental Disabilities Lab, Roxelyn and Richard Pepper, Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA
| | - Frederick Shic
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, WA, USA.,Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
| | - Molly Winston
- Neurodevelopmental Disabilities Lab, Roxelyn and Richard Pepper, Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA
| | - Molly Losh
- Neurodevelopmental Disabilities Lab, Roxelyn and Richard Pepper, Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA.
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16
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Cai XE, Le J, Shou XJ, Wu-Yun GW, Wang XX, Han SP, Han JS, Kendrick KM, Zhang R. The salience of competing nonsocial objects reduces gaze toward social stimuli, but not the eyes, more in typically developing than autistic boys. Autism Res 2022; 15:1043-1055. [PMID: 35357777 DOI: 10.1002/aur.2714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 01/17/2022] [Accepted: 03/15/2022] [Indexed: 11/09/2022]
Abstract
Decreased attention to social information is considered an early emerging symptom of autism spectrum disorder (ASD), although the underlying causes remain controversial. Here we explored the impact of nonsocial object salience on reduced attention to social stimuli in male ASD compared with typically developing (TD) children. Correlations with blood concentrations of neuropeptides linked with social cognition were also investigated. Eye-tracking was performed in 102 preschool-aged boys (50 ASD, 52 TD) using a paradigm with social (faces) versus nonsocial (objects) stimuli presented in pairs in two conditions where nonsocial stimulus salience was varied. Basal oxytocin (OXT) and vasopressin concentrations were measured in blood. Compared with TD boys those with ASD viewed social stimuli less only when they were paired with low-salience nonsocial objects. Additionally, boys with ASD spent less time than TD ones viewing facial features, particularly the eyes. In TD boys, OXT concentrations and cognitive development scores were positively associated with time spent viewing the eye region, whereas for boys with ASD associations with time spent viewing faces were negative. Reduced gaze toward social stimuli in ASD relative to TD individuals may therefore be influenced by how salient the paired nonsocial objects are for the latter. On the other hand, reduced interest in the eyes of faces in boys with ASD is not influenced by how salient competing nonsocial stimuli are. Basal OXT concentrations and cognitive development scores are predictive of time spent viewing social stimuli in TD boys (eyes) and those with ASD (faces) but in the opposite direction. LAY SUMMARY: Children with autism exhibit reduced attention to social paired with nonsocial stimuli compared to typically developing children. Using eye-tracking we show this difference is due to typically developing rather than autistic boys being more influenced by how interesting competing nonsocial objects are. On the other hand, reduced time looking at the eyes in autistic relative to typically developing boys is unaffected by nonsocial object salience. Time spent viewing social stimuli is associated with cognitive development and blood levels of oxytocin.
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Affiliation(s)
- Xiao-E Cai
- Neuroscience Research Institute, Peking University, Beijing, China.,Department of Neurobiology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, China.,Key Laboratory for Neuroscience, Ministry of Education, Key Laboratory for Neuroscience, Ministry of Health, Beijing, China.,Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
| | - Jiao Le
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.,Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiao-Jing Shou
- Neuroscience Research Institute, Peking University, Beijing, China.,Department of Neurobiology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, China.,Key Laboratory for Neuroscience, Ministry of Education, Key Laboratory for Neuroscience, Ministry of Health, Beijing, China.,State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Key Laboratory of Brain Imaging and Connectomics and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Gao-Wa Wu-Yun
- Department of Preschool Education, Teachers' College of Beijing Union University, Beijing, China
| | - Xiao-Xi Wang
- Neuroscience Research Institute, Peking University, Beijing, China.,Department of Neurobiology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, China.,Key Laboratory for Neuroscience, Ministry of Education, Key Laboratory for Neuroscience, Ministry of Health, Beijing, China.,Institute of Acupuncture and Moxibustion, China Academy of Chinese Medical Sciences, Beijing, China
| | - Song-Ping Han
- Neuroscience Research Institute, Peking University, Beijing, China.,Department of Neurobiology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, China.,Key Laboratory for Neuroscience, Ministry of Education, Key Laboratory for Neuroscience, Ministry of Health, Beijing, China
| | - Ji-Sheng Han
- Neuroscience Research Institute, Peking University, Beijing, China.,Department of Neurobiology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, China.,Key Laboratory for Neuroscience, Ministry of Education, Key Laboratory for Neuroscience, Ministry of Health, Beijing, China
| | - Keith M Kendrick
- Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
| | - Rong Zhang
- Neuroscience Research Institute, Peking University, Beijing, China.,Department of Neurobiology, Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, China.,Key Laboratory for Neuroscience, Ministry of Education, Key Laboratory for Neuroscience, Ministry of Health, Beijing, China.,Autism Research Center, Peking University Health Science Center, Beijing, China.,Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, China
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17
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Wen TH, Cheng A, Andreason C, Zahiri J, Xiao Y, Xu R, Bao B, Courchesne E, Barnes CC, Arias SJ, Pierce K. Large scale validation of an early-age eye-tracking biomarker of an autism spectrum disorder subtype. Sci Rep 2022; 12:4253. [PMID: 35277549 PMCID: PMC8917231 DOI: 10.1038/s41598-022-08102-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 02/28/2022] [Indexed: 01/07/2023] Open
Abstract
Few clinically validated biomarkers of ASD exist which can rapidly, accurately, and objectively identify autism during the first years of life and be used to support optimized treatment outcomes and advances in precision medicine. As such, the goal of the present study was to leverage both simple and computationally-advanced approaches to validate an eye-tracking measure of social attention preference, the GeoPref Test, among 1,863 ASD, delayed, or typical toddlers (12-48 months) referred from the community or general population via a primary care universal screening program. Toddlers participated in diagnostic and psychometric evaluations and the GeoPref Test: a 1-min movie containing side-by-side dynamic social and geometric images. Following testing, diagnosis was denoted as ASD, ASD features, LD, GDD, Other, typical sibling of ASD proband, or typical. Relative to other diagnostic groups, ASD toddlers exhibited the highest levels of visual attention towards geometric images and those with especially high fixation levels exhibited poor clinical profiles. Using the 69% fixation threshold, the GeoPref Test had 98% specificity, 17% sensitivity, 81% PPV, and 65% NPV. Sensitivity increased to 33% when saccades were included, with comparable validity across sex, ethnicity, or race. The GeoPref Test was also highly reliable up to 24 months following the initial test. Finally, fixation levels among twins concordant for ASD were significantly correlated, indicating that GeoPref Test performance may be genetically driven. As the GeoPref Test yields few false positives (~ 2%) and is equally valid across demographic categories, the current findings highlight the ability of the GeoPref Test to rapidly and accurately detect autism before the 2nd birthday in a subset of children and serve as a biomarker for a unique ASD subtype in clinical trials.
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Affiliation(s)
- Teresa H Wen
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA.
| | - Amanda Cheng
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
| | - Charlene Andreason
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
| | - Javad Zahiri
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
| | - Yaqiong Xiao
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
| | - Ronghui Xu
- Herbert Wertheim School of Public Health and Department of Mathematics, University of California, San Diego, La Jolla, CA, USA
| | - Bokan Bao
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
- Department of Bioinformatics and Systems Biology, University of California, San Diego, La Jolla, CA, USA
| | - Eric Courchesne
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
| | - Cynthia Carter Barnes
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
| | - Steven J Arias
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA
| | - Karen Pierce
- Autism Center of Excellence, Department of Neurosciences, University of California, San Diego, 8110 La Jolla Shores Dr., La Jolla, CA, 92037, USA.
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Liu J, Hu J, Li Q, Zhao X, Liu Y, Liu S. Atypical processing pattern of gaze cues in dynamic situations in autism spectrum disorders. Sci Rep 2022; 12:4120. [PMID: 35260744 PMCID: PMC8904572 DOI: 10.1038/s41598-022-08080-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 03/02/2022] [Indexed: 11/22/2022] Open
Abstract
Psychological studies have generally shown that individuals with Autism Spectrum Disorder (ASD) have particularity in the processing of social information by using static or abstract images. Yet, a recent study showed that there was no difference in their use of social or non-social cues in dynamic interactive situations. To establish the cause of the inconsistent results, we added gaze cues in different directions to the chase detection paradigm to explore whether they would affect the performance of participants with ASD. Meanwhile, eye-tracking methodology was used to investigate whether the processing patterns of gaze cues were different between individuals with ASD and TD. In this study, unlike typical controls, participants with ASD showed no detection advantage when the direction of gaze was consistent with the direction of movement (oriented condition). The results suggested that individuals with ASD may utilize an atypical processing pattern, which makes it difficult for them to use social information contained in oriented gaze cues in dynamic interactive situations.
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Affiliation(s)
- Jia Liu
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Jinsheng Hu
- College of Psychology, Liaoning Normal University, Dalian, 116029, China.
| | - Qi Li
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Xiaoning Zhao
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Ying Liu
- College of Psychology, Liaoning Normal University, Dalian, 116029, China
| | - Shuqing Liu
- College of Basic Medical Sciences, Dalian Medical University, Dalian, 116044, China
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19
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Solié C, Contestabile A, Espinosa P, Musardo S, Bariselli S, Huber C, Carleton A, Bellone C. Superior Colliculus to VTA pathway controls orienting response and influences social interaction in mice. Nat Commun 2022; 13:817. [PMID: 35145124 PMCID: PMC8831635 DOI: 10.1038/s41467-022-28512-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 01/25/2022] [Indexed: 12/20/2022] Open
Abstract
Social behaviours characterize cooperative, mutualistic, aggressive or parental interactions that occur among conspecifics. Although the Ventral Tegmental Area (VTA) has been identified as a key substrate for social behaviours, the input and output pathways dedicated to specific aspects of conspecific interaction remain understudied. Here, in male mice, we investigated the activity and function of two distinct VTA inputs from superior colliculus (SC-VTA) and medial prefrontal cortex (mPFC-VTA). We observed that SC-VTA neurons display social interaction anticipatory calcium activity, which correlates with orienting responses towards an unfamiliar conspecific. In contrast, mPFC-VTA neuron population activity increases after initiation of the social contact. While protracted phasic stimulation of SC-VTA pathway promotes head/body movements and decreases social interaction, inhibition of this pathway increases social interaction. Here, we found that SC afferents mainly target a subpopulation of dorsolateral striatum (DLS)-projecting VTA dopamine (DA) neurons (VTADA-DLS). While, VTADA-DLS pathway stimulation decreases social interaction, VTADA-Nucleus Accumbens stimulation promotes it. Altogether, these data support a model by which at least two largely anatomically distinct VTA sub-circuits oppositely control distinct aspects of social behaviour. Solié, Contestabile et al. show that the superior colliculus to ventral tegmental area (VTA) pathway encodes orienting behavior toward conspecifics, and modulates VTA dopamine neurons projecting onto dorsolateral striatum perturbing social interaction.
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Affiliation(s)
- Clément Solié
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland.,Brain Plasticity Unit, CNRS UMR 8249, ESPCI, PSL Research University, Paris, France
| | - Alessandro Contestabile
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland
| | - Pedro Espinosa
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland
| | - Stefano Musardo
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland
| | - Sebastiano Bariselli
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland
| | - Chieko Huber
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland
| | - Alan Carleton
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland
| | - Camilla Bellone
- Department of Basic Neuroscience, University of Geneva, 1 Rue Michel-Servet, 1205, Genève, Switzerland.
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20
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Uljarević M, Alvares GA, Steele M, Edwards J, Frazier TW, Hardan AY, Whitehouse AJ. Toward better characterization of restricted and unusual interests in youth with autism. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2021; 26:1296-1304. [PMID: 34818937 DOI: 10.1177/13623613211056720] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
LAY ABSTRACT Despite being highly prevalent among people with autism, restricted and unusual interests remain under-researched and poorly understood. This article confirms that restricted interests are very frequent and varied among children and adolescents with autism. It also further extends current knowledge in this area by characterizing the relationship between the presence, number, and type of restricted interests with chronological age, sex, cognitive functioning, and social and communication symptoms.
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21
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Jyoti V, Gupta S, Lahiri U. Understanding the Role of Objects in Joint Attention Task Framework for Children With Autism. IEEE Trans Cogn Dev Syst 2021. [DOI: 10.1109/tcds.2020.2983333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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22
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Nadeem MS, Murtaza BN, Al-Ghamdi MA, Ali A, Zamzami MA, Khan JA, Ahmad A, Rehman MU, Kazmi I. Autism - A Comprehensive Array of Prominent Signs and Symptoms. Curr Pharm Des 2021; 27:1418-1433. [PMID: 33494665 DOI: 10.2174/1381612827666210120095829] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 12/06/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND Autism Spectrum Disorder (ASD) is a multifaceted neurodevelopmental condition characterized by multiple psychological and physiological impairments in young children. According to the recent reports, 1 out of every 58 newly-born children is suffering from autism. The aetiology of the disorder is complex and poorly understood, hindering the adaptation of targeted and effective therapies. There are no well- established diagnostic biomarkers for autism. Hence the analysis of symptoms by the pediatricians plays a critical role in the early intervention. METHODS In the present report, we have emphasized 24 behavioral, psychological and clinical symptoms of autism. RESULTS Impaired social interaction, restrictive and narrow interests, anxiety, depression; aggressive, repetitive, rigid and self-injurious behavior, lack of consistency, short attention span, fear, shyness and phobias, hypersensitivity and rapid mood alterations, high level of food and toy selectivity; inability to establish friendships or follow the instructions; fascination by round spinning objects and eating non-food materials are common psychological characteristics of autism. Speech or hearing impairments, poor cognitive function, gastrointestinal problems, weak immunity, disturbed sleep and circadian rhythms, weak motor neuromuscular interaction, lower level of serotonin and neurotransmitters, headache and body pain are common physiological symptoms. CONCLUSION A variable qualitative and quantitative impact of this wide range of symptoms is perceived in each autistic individual, making him/her distinct, incomparable and exceptional. Selection and application of highly personalized medical and psychological therapies are therefore recommended for the management and treatment of autism.
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Affiliation(s)
- Muhammad Shahid Nadeem
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Bibi Nazia Murtaza
- Department of Zoology, Abbottabad University of Science and Technology (AUST), Abbottabad, Pakistan
| | - Maryam A Al-Ghamdi
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Akbar Ali
- College of Pharmacy, Northern Border University Rafha 1321, Saudi Arabia
| | - Mazin A Zamzami
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Jalaluddin A Khan
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Aftab Ahmad
- College of Pharmacy, Northern Border University Rafha 1321, Saudi Arabia
| | - Mujaddad Ur Rehman
- Department of Zoology, Abbottabad University of Science and Technology (AUST), Abbottabad, Pakistan
| | - Imran Kazmi
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
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23
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Attention capture by trains and faces in children with and without autism spectrum disorder. PLoS One 2021; 16:e0250763. [PMID: 34143788 PMCID: PMC8213190 DOI: 10.1371/journal.pone.0250763] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 04/13/2021] [Indexed: 11/19/2022] Open
Abstract
This study examined involuntary capture of attention, overt attention, and stimulus valence and arousal ratings, all factors that can contribute to potential attentional biases to face and train objects in children with and without autism spectrum disorder (ASD). In the visual domain, faces are particularly captivating, and are thought to have a ‘special status’ in the attentional system. Research suggests that similar attentional biases may exist for other objects of expertise (e.g. birds for bird experts), providing support for the role of exposure in attention prioritization. Autistic individuals often have circumscribed interests around certain classes of objects, such as trains, that are related to vehicles and mechanical systems. This research aimed to determine whether this propensity in autistic individuals leads to stronger attention capture by trains, and perhaps weaker attention capture by faces, than what would be expected in non-autistic children. In Experiment 1, autistic children (6–14 years old) and age- and IQ-matched non-autistic children performed a visual search task where they manually indicated whether a target butterfly appeared amongst an array of face, train, and neutral distractors while their eye-movements were tracked. Autistic children were no less susceptible to attention capture by faces than non-autistic children. Overall, for both groups, trains captured attention more strongly than face stimuli and, trains had a larger effect on overt attention to the target stimuli, relative to face distractors. In Experiment 2, a new group of children (autistic and non-autistic) rated train stimuli as more interesting and exciting than the face stimuli, with no differences between groups. These results suggest that: (1) other objects (trains) can capture attention in a similar manner as faces, in both autistic and non-autistic children (2) attention capture is driven partly by voluntary attentional processes related to personal interest or affective responses to the stimuli.
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24
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Venker CE, Mathée J, Neumann D, Edwards J, Saffran J, Ellis Weismer S. Competing Perceptual Salience in a Visual Word Recognition Task Differentially Affects Children With and Without Autism Spectrum Disorder. Autism Res 2021; 14:1147-1162. [PMID: 33372400 PMCID: PMC8192461 DOI: 10.1002/aur.2457] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 11/30/2020] [Accepted: 12/01/2020] [Indexed: 11/11/2022]
Abstract
Differences in visual attention have long been recognized as a central characteristic of autism spectrum disorder (ASD). Regardless of social content, children with ASD show a strong preference for perceptual salience-how interesting (i.e., striking) certain stimuli are, based on their visual properties (e.g., color, geometric patterning). However, we do not know the extent to which attentional allocation preferences for perceptual salience persist when they compete with top-down, linguistic information. This study examined the impact of competing perceptual salience on visual word recognition in 17 children with ASD (mean age 31 months) and 17 children with typical development (mean age 20 months) matched on receptive language skills. A word recognition task presented two images on a screen, one of which was named (e.g., Find the bowl!). On Neutral trials, both images had high salience (i.e., were colorful and had geometric patterning). On Competing trials, the distracter image had high salience but the target image had low salience, creating competition between bottom-up (i.e., salience-driven) and top-down (i.e., language-driven) processes. Though both groups of children showed word recognition in an absolute sense, competing perceptual salience significantly decreased attention to the target only in the children with ASD. These findings indicate that perceptual properties of objects can disrupt attention to relevant information in children with ASD, which has implications for supporting their language development. Findings also demonstrate that perceptual salience affects attentional allocation preferences in children with ASD, even in the absence of social stimuli. LAY SUMMARY: This study found that visually striking objects distract young children with autism spectrum disorder (ASD) from looking at relevant (but less striking) objects named by an adult. Language-matched, younger children with typical development were not significantly affected by this visual distraction. Though visual distraction could have cascading negative effects on language development in children with ASD, learning opportunities that build on children's focus of attention are likely to support positive outcomes.
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Affiliation(s)
- Courtney E Venker
- Department of Communicative Sciences and Disorders, Michigan State University, Michigan, USA
| | - Janine Mathée
- Waisman Center and Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Dominik Neumann
- College of Communication Arts and Sciences, Michigan State University, East Lansing, Michigan, USA
| | - Jan Edwards
- Waisman Center and Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Hearing and Speech Sciences, Maryland Science Center, University of Maryland, College Park, Maryland, USA
| | - Jenny Saffran
- Waisman Center and Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Susan Ellis Weismer
- Waisman Center and Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin, USA
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25
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Valenza E, Calignano G. Attentional shift within and between faces: Evidence from children with and without a diagnosis of autism spectrum disorder. PLoS One 2021; 16:e0251475. [PMID: 33989332 PMCID: PMC8121363 DOI: 10.1371/journal.pone.0251475] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 04/27/2021] [Indexed: 11/18/2022] Open
Abstract
Evidence of attentional atypicalities for faces in Autism Spectrum Disorders (ASD) are far from being confirmed. Using eye-tracking technology we compared space-based and object-based attention in children with, and without, a diagnosis of ASD. By capitalizing on Egly's paradigm, we presented two objects (2 faces and their phase-scrambled equivalent) and cued a location in one of the two objects. Then, a target appeared at the same location as the cue (Valid condition), or at a different location within the same object (Same Object condition), or at a different location in another object (Different Object condition). The attentional benefit/cost in terms of time for target detection in each of the three conditions was computed. The findings revealed that target detection was always faster in the valid condition than in the invalid condition, regardless of the type of stimulus and the group of children. Thus, no difference emerged between the two groups in terms of space-based attention. Conversely the two groups differed in object-based attention. Children without a diagnosis of ASD showed attentional shift cost with phase-scrambled stimuli, but not with faces. Instead, children with a diagnosis of ASD deployed similar attentional strategies to focus on faces and their phase-scrambled version.
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Affiliation(s)
- Eloisa Valenza
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy
| | - Giulia Calignano
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy
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26
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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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27
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Alkire D, Warnell KR, Kirby LA, Moraczewski D, Redcay E. Explaining Variance in Social Symptoms of Children with Autism Spectrum Disorder. J Autism Dev Disord 2021; 51:1249-1265. [PMID: 32676827 PMCID: PMC7854817 DOI: 10.1007/s10803-020-04598-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The social symptoms of autism spectrum disorder are likely influenced by multiple psychological processes, yet most previous studies have focused on a single social domain. In school-aged autistic children (n = 49), we compared the amount of variance in social symptoms uniquely explained by theory of mind (ToM), biological motion perception, empathy, social reward, and social anxiety. Parent-reported emotional contagion-the aspect of empathy in which one shares another's emotion-emerged as the most important predictor, explaining 11-14% of the variance in social symptoms, with higher levels of emotional contagion predicting lower social symptom severity. Our findings highlight the role of mutual emotional experiences in social-interactive success, as well as the limitations of standard measures of ToM and social processing in general.
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Affiliation(s)
- Diana Alkire
- Department of Psychology, University of Maryland, College Park, MD, 20742, USA.
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, 20742, USA.
| | - Katherine Rice Warnell
- Department of Psychology, University of Maryland, College Park, MD, 20742, USA
- Department of Psychology, Texas State University, San Marcos, TX, 78666, USA
| | - Laura Anderson Kirby
- Department of Psychology, University of Maryland, College Park, MD, 20742, USA
- Yale Child Study Center, Yale School of Medicine, New Haven, CT, 06519, USA
| | - Dustin Moraczewski
- Department of Psychology, University of Maryland, College Park, MD, 20742, USA
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, 20742, USA
- Computation and Mathematics for Biological Networks, University of Maryland, College Park, MD, 20742, USA
- Data Science and Sharing Team, National Institute of Mental Health, Bethesda, MD, 20892, USA
| | - Elizabeth Redcay
- Department of Psychology, University of Maryland, College Park, MD, 20742, USA
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, 20742, USA
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28
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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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29
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Su PL, Rogers SJ, Estes A, Yoder P. The role of early social motivation in explaining variability in functional language in toddlers with autism spectrum disorder. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2020; 25:244-257. [PMID: 32921137 DOI: 10.1177/1362361320953260] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
LAY ABSTRACT About one-third of children with autism spectrum disorder never develop the language that they need in different day-to-day situations. Identifying potential factors that can predict later language development is crucial to understanding why some children with autism spectrum disorder successfully develop language while others do not. This study sought to investigate one of the understudied predictors of language development, social motivation, and to test theories for why this association may occur. Testing the theories requires that we measure children's ability to deliberately and directly communicate with others (i.e. intentional communication) and children's language understanding between the measures of social motivation and later expressive language. We tested 87 children with autism spectrum disorder, aged 14-31 months, at four times over 24 months. We found that children with relatively stronger social motivation had relatively better language use 2 years later. This positive link was partly due to a child's ability to produce intentional communication and to understand language. Although we did not measure parents' talking to their children, a theory that inspired this study suggests that children who use frequent intentional communication probably motivate others to talk with them frequently, which facilitates children's language understanding which leads to the development of expressive language. This theory, if confirmed to be true, can provide guidance for parents who want to help their children learn to talk. Parents could look for intentional communication from their children and respond by talking to their children. Effective intervention on both parent and child targets will likely enhance treatment efficacy. Future work is needed to test these ideas.
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30
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Jiang M, Francis SM, Tseng A, Srishyla D, DuBois M, Beard K, Conelea C, Zhao Q, Jacob S. Predicting Core Characteristics of ASD Through Facial Emotion Recognition and Eye Tracking in Youth. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:871-875. [PMID: 33018123 DOI: 10.1109/embc44109.2020.9176843] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Autism Spectrum Disorder (ASD) is a heterogeneous neurodevelopmental disorder (NDD) with a high rate of comorbidity. The implementation of eye-tracking methodologies has informed behavioral and neurophysiological patterns of visual processing across ASD and comorbid NDDs. In this study, we propose a machine learning method to predict measures of two core ASD characteristics: impaired social interactions and communication, and restricted, repetitive, and stereotyped behaviors and interests. Our method extracts behavioral features from task performance and eye-tracking data collected during a facial emotion recognition paradigm. We achieved high regression accuracy using a Random Forest regressor trained to predict scores on the SRS-2 and RBS-R assessments; this approach may serve as a classifier for ASD diagnosis.
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31
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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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32
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Kinard JL, Mosner MG, Greene RK, Addicott M, Bizzell J, Petty C, Cernasov P, Walsh E, Eisenlohr-Moul T, Carter RM, McLamb M, Hopper A, Sukhu R, Dichter GS. Neural Mechanisms of Social and Nonsocial Reward Prediction Errors in Adolescents with Autism Spectrum Disorder. Autism Res 2020; 13:715-728. [PMID: 32043748 DOI: 10.1002/aur.2273] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 01/15/2020] [Accepted: 01/17/2020] [Indexed: 01/01/2023]
Abstract
Autism spectrum disorder (ASD) is characterized by impaired predictive abilities; however, the neural mechanisms subsuming reward prediction errors in ASD are poorly understood. In the current study, we investigated neural responses during social and nonsocial reward prediction errors in 22 adolescents with ASD (ages 12-17) and 20 typically developing control adolescents (ages 12-18). Participants performed a reward prediction error task using both social (i.e., faces) and nonsocial (i.e., objects) rewards during a functional magnetic resonance imaging scan. Reward prediction errors were defined in two ways: (a) the signed prediction error, the difference between the experienced and expected reward; and (b) the thresholded unsigned prediction error, the difference between expected and unexpected outcomes regardless of magnitude. During social reward prediction errors, the ASD group demonstrated the following differences relative to the TD group: (a) signed prediction error: decreased activation in the right precentral gyrus and increased activation in the right frontal pole; and (b) thresholded unsigned prediction error: increased activation in the right anterior cingulate gyrus and bilateral precentral gyrus. Groups did not differ in brain activation during nonsocial reward prediction errors. Within the ASD group, exploratory analyses revealed that reaction times and social-communication impairments were related to precentral gyrus activation during social prediction errors. These findings elucidate the neural mechanisms of social reward prediction errors in ASD and suggest that ASD is characterized by greater neural atypicalities during social, relative to nonsocial, reward prediction errors in ASD. Autism Res 2020, 13: 715-728. © 2020 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: We used brain imaging to evaluate differences in brain activation in adolescents with autism while they performed tasks that involved learning about social and nonsocial information. We found no differences in brain responses during the nonsocial condition, but differences during the social condition of the learning task. This study provides evidence that autism may involve different patterns of brain activation when learning about social information.
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Affiliation(s)
- Jessica Lynn Kinard
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, Chapel Hill, North Carolina.,Division of Speech and Hearing Sciences, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Maya Gelman Mosner
- Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Rachel Kirsten Greene
- Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Merideth Addicott
- Department of Psychiatry, University of Arkansas for Medical Science, Little Rock, Arkansas
| | - Joshua Bizzell
- Duke-UNC Brain Imaging and Analysis Center, Duke University Medical Center, Durham, North Carolina.,Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Chris Petty
- Duke-UNC Brain Imaging and Analysis Center, Duke University Medical Center, Durham, North Carolina
| | - Paul Cernasov
- Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Erin Walsh
- Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Tory Eisenlohr-Moul
- Department of Psychiatry, University of Illinois at Chicago, Neuropsychiatric Institute, Chicago, Illinois
| | - Ronald McKell Carter
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | - Marcy McLamb
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, Chapel Hill, North Carolina
| | - Alissa Hopper
- Division of Speech and Hearing Sciences, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Rebecca Sukhu
- Division of Speech and Hearing Sciences, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
| | - Gabriel Sviatoslav Dichter
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, Chapel Hill, North Carolina.,Department of Psychology and Neuroscience, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina.,Department of Psychiatry, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina
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33
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Venker CE, Pomper R, Mahr T, Edwards J, Saffran J, Ellis Weismer S. Comparing Automatic Eye Tracking and Manual Gaze Coding Methods in Young Children with Autism Spectrum Disorder. Autism Res 2020; 13:271-283. [PMID: 31622050 PMCID: PMC7359753 DOI: 10.1002/aur.2225] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 09/16/2019] [Accepted: 09/22/2019] [Indexed: 01/12/2023]
Abstract
Eye-gaze methods offer numerous advantages for studying cognitive processes in children with autism spectrum disorder (ASD), but data loss may threaten the validity and generalizability of results. Some eye-gaze systems may be more vulnerable to data loss than others, but to our knowledge, this issue has not been empirically investigated. In the current study, we asked whether automatic eye-tracking and manual gaze coding produce different rates of data loss or different results in a group of 51 toddlers with ASD. Data from both systems were gathered (from the same children) simultaneously, during the same experimental sessions. As predicted, manual gaze coding produced significantly less data loss than automatic eye tracking, as indicated by the number of usable trials and the proportion of looks to the images per trial. In addition, automatic eye-tracking and manual gaze coding produced different patterns of results, suggesting that the eye-gaze system used to address a particular research question could alter a study's findings and the scientific conclusions that follow. It is our hope that the information from this and future methodological studies will help researchers to select the eye-gaze measurement system that best fits their research questions and target population, as well as help consumers of autism research to interpret the findings from studies that utilize eye-gaze methods with children with ASD. Autism Res 2020, 13: 271-283. © 2019 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: The current study found that automatic eye-tracking and manual gaze coding produced different rates of data loss and different overall patterns of results in young children with ASD. These findings show that the choice of eye-gaze system may impact the findings of a study-important information for both researchers and consumers of autism research.
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Affiliation(s)
| | - Ron Pomper
- Waisman Center and Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin
| | - Tristan Mahr
- Waisman Center and Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin
| | - Jan Edwards
- Waisman Center and Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin
| | - Jenny Saffran
- Waisman Center and Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin
| | - Susan Ellis Weismer
- Waisman Center and Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin
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34
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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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35
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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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Harrop C, Jones D, Zheng S, Nowell S, Schultz R, Parish-Morris J. Visual attention to faces in children with autism spectrum disorder: are there sex differences? Mol Autism 2019; 10:28. [PMID: 31297179 PMCID: PMC6599259 DOI: 10.1186/s13229-019-0276-2] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 05/10/2019] [Indexed: 12/25/2022] Open
Abstract
Background The male bias in autism spectrum disorder (ASD) diagnoses is well documented. As a result, less is known about the female ASD phenotype. Recent research suggests that conclusions drawn from predominantly male samples may not accurately capture female behavior. In this study, we explore potential sex differences in attention to social stimuli, which is generally reported to be diminished in ASD. Population-based sex differences in attention to faces have been reported, such that typically developing (TD) females attend more to social stimuli (including faces) from infancy through adulthood than TD males. It is yet unknown whether population-based sex differences in the face domain are preserved in ASD. Methods A dynamic, naturalistic infrared eye-tracking paradigm measured attention to social stimuli (faces) in 74 school-aged males and females with ASD (male N = 23; female N = 19) and without ASD (male N = 16; female N = 16). Two kinds of video stimuli were presented that varied in social content: rich social scenes (dyadic play between two children) and lean social scenes (parallel play by two children). Results Results revealed a significant 3-way interaction between sex, diagnosis, and condition after controlling for chronological and mental age. ASD females attended more to faces than ASD males in the socially lean condition. This effect was not found in the typically developing (TD) group. ASD males attended less to faces regardless of social context; however, ASD females only attended significantly less to faces compared to TD females in the socially rich condition. TD males and ASD females did not differ in their attention to faces in either condition. Conclusions This study has implications for how the field understands core social deficits in children with ASD, which should ideally be benchmarked against same-sex peers (male and female). Social attention in ASD females fell on a continuum—greater than their ASD male peers, but not as great as TD females. Overall, their social attention mirrored that of TD males. Improved understanding of the female social phenotype in ASD will enhance early screening and diagnostic efforts and will guide the development of sex-sensitive experimental paradigms and social interventions.
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Affiliation(s)
- Clare Harrop
- 1University of North Carolina at Chapel Hill, Allied Health Sciences, Bondurant Hall, Chapel Hill, NC 27599 USA
| | - Desiree Jones
- 2School of Behavioral and Brain Sciences, University of Texas-Dallas, Richardson, TX 75080 USA
| | - Shuting Zheng
- 3STAR Center for ASD and NDDs, University of California San Francisco, San Francisco, CA 94143 USA
| | - Sallie Nowell
- 4Frank Porter Graham Child Development Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599 USA
| | - Robert Schultz
- Center for Autism Research, Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, Philadelphia, PA 19146 USA.,6Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104 USA
| | - Julia Parish-Morris
- Center for Autism Research, Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, Philadelphia, PA 19146 USA.,6Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104 USA
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Howard PL, Zhang L, Benson V. What Can Eye Movements Tell Us about Subtle Cognitive Processing Differences in Autism? Vision (Basel) 2019; 3:E22. [PMID: 31735823 PMCID: PMC6802779 DOI: 10.3390/vision3020022] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 05/15/2019] [Accepted: 05/18/2019] [Indexed: 01/06/2023] Open
Abstract
Autism spectrum disorder (ASD) is neurodevelopmental condition principally characterised by impairments in social interaction and communication, and repetitive behaviours and interests. This article reviews the eye movement studies designed to investigate the underlying sampling or processing differences that might account for the principal characteristics of autism. Following a brief summary of a previous review chapter by one of the authors of the current paper, a detailed review of eye movement studies investigating various aspects of processing in autism over the last decade will be presented. The literature will be organised into sections covering different cognitive components, including language and social communication and interaction studies. The aim of the review will be to show how eye movement studies provide a very useful on-line processing measure, allowing us to account for observed differences in behavioural data (accuracy and reaction times). The subtle processing differences that eye movement data reveal in both language and social processing have the potential to impact in the everyday communication domain in autism.
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Affiliation(s)
- Philippa L Howard
- Department of Psychology, Bournemouth University, Bournemouth BH12 5BB, UK
| | - Li Zhang
- Academy of Psychology and Behaviour, Tianjin Normal University, Tianjin 300074, China
| | - Valerie Benson
- School of Psychology, University of Central Lancashire, Preston PR1 2HE, UK
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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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Parish-Morris J, Pallathra AA, Ferguson E, Maddox BB, Pomykacz A, Perez LS, Bateman L, Pandey J, Schultz RT, Brodkin ES. Adaptation to different communicative contexts: an eye tracking study of autistic adults. J Neurodev Disord 2019; 11:5. [PMID: 30981277 PMCID: PMC6461820 DOI: 10.1186/s11689-019-9265-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 03/28/2019] [Indexed: 11/24/2022] Open
Abstract
Background Learning through social observation (i.e., watching other people interact) lays the foundation for later social skills and social cognition. However, social situations are often complex, and humans are only capable of attending to one aspect of a scene at a time. How do people choose where to allocate their visual resources when viewing complex social scenarios? For typically developing (TD) individuals, faces are often given priority. Depending upon context, however, it may be more useful to attend to other aspects of the environment, such as hands, tools, or background objects. Previous studies reported reduced face looking in individuals with autism spectrum disorder (ASD), but modulation of visual attention in response to contextual differences (e.g., according to social richness, or the presence/absence of communicative behaviors between two people) has only briefly been explored. In this study, we used eye-tracking technology to test the extent to which ASD adults and TD adults use social context to guide their gaze behavior. Methods Fifty-five adults participated (28 with ASD). The location and duration of participants’ gaze were recorded while they watched a series of naturalistic social videos. Half of the videos depicted two people engaging in non-verbal communication (rich social scenes) while playing with toys. The other half depicted two people playing with toys separately, not interacting with each other (lean social scenes). Results ASD and TD adults both increased their attention to faces in communicative contexts (rich social scenes) as compared to non-communicative contexts (lean social scenes). However, TD adults increased their attention to faces significantly more when watching two people communicate than did ASD adults, who increased their attention to a lesser degree. Further analysis revealed that ASD adults persisted in looking at hands and toys, even when observing two people communicate in a rich social scene. Conclusions Diminished gaze to faces when observing two people communicating may lead to fewer opportunities for social learning and subsequent reductions in social knowledge. Naturalistic measures of contextual modulation could help identify areas of need for individuals learning about the social world and could become treatment targets to improve everyday social learning.
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Affiliation(s)
- Julia Parish-Morris
- Center for Autism Research, Children's Hospital of Philadelphia, 5th Floor 2716 South Street, Philadelphia, PA, 19146, USA. .,Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA.
| | - Ashley A Pallathra
- Department of Psychology, Catholic University of America, Washington, DC, 20064, USA
| | - Emily Ferguson
- Center for Autism Research, Children's Hospital of Philadelphia, 5th Floor 2716 South Street, Philadelphia, PA, 19146, USA
| | - Brenna B Maddox
- Center for Autism Research, Children's Hospital of Philadelphia, 5th Floor 2716 South Street, Philadelphia, PA, 19146, USA
| | - Alison Pomykacz
- Center for Autism Research, Children's Hospital of Philadelphia, 5th Floor 2716 South Street, Philadelphia, PA, 19146, USA
| | - Leat S Perez
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Leila Bateman
- Center for Autism Research, Children's Hospital of Philadelphia, 5th Floor 2716 South Street, Philadelphia, PA, 19146, USA
| | - Juhi Pandey
- Center for Autism Research, Children's Hospital of Philadelphia, 5th Floor 2716 South Street, Philadelphia, PA, 19146, USA
| | - Robert T Schultz
- Center for Autism Research, Children's Hospital of Philadelphia, 5th Floor 2716 South Street, Philadelphia, PA, 19146, USA.,Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Edward S Brodkin
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA
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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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Abstract
After been exposed to the visual input, in the first year of life, the brain experiences subtle but massive changes apparently crucial for communicative/emotional and social human development. Its lack could be the explanation of the very high prevalence of autism in children with total congenital blindness. The present theory postulates that the superior colliculus is the key structure for such changes for several reasons: it dominates visual behavior during the first months of life; it is ready at birth for complex visual tasks; it has a significant influence on several hemispheric regions; it is the main brain hub that permanently integrates visual and non-visual, external and internal information (bottom-up and top-down respectively); and it owns the enigmatic ability to take non-conscious decisions about where to focus attention. It is also a sentinel that triggers the subcortical mechanisms which drive social motivation to follow faces from birth and to react automatically to emotional stimuli. Through indirect connections it also activates simultaneously several cortical structures necessary to develop social cognition and to accomplish the multiattentional task required for conscious social interaction in real life settings. Genetic or non-genetic prenatal or early postnatal factors could disrupt the SC functions resulting in autism. The timing of postnatal biological disruption matches the timing of clinical autism manifestations. Astonishing coincidences between etiologies, clinical manifestations, cognitive and pathogenic autism theories on one side and SC functions on the other are disclosed in this review. Although the visual system dependent of the SC is usually considered as accessory of the LGN canonical pathway, its imprinting gives the brain a qualitatively specific functions not supplied by any other brain structure.
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Affiliation(s)
- Rubin Jure
- Centro Privado de Neurología y Neuropsicología Infanto Juvenil WERNICKE, Córdoba, Argentina
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Harrop C, Jones D, Zheng S, Nowell S, Boyd BA, Sasson N. Circumscribed Interests and Attention in Autism: The Role of Biological Sex. J Autism Dev Disord 2018; 48:3449-3459. [PMID: 29777472 DOI: 10.1007/s10803-018-3612-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Recent studies suggest that circumscribed interests (CI) in females with Autism Spectrum Disorder (ASD) may align more closely with interests reported in typical female development than those typically reported for ASD males. We used eye-tracking to quantify attention to arrays containing combinations of male, female and neutral images in elementary-aged males and females with and without ASD. A number of condition × sex effects emerged, with both groups attending to images that corresponded with interests typically associated with their biological sex. Diagnostic effects reported in similar studies were not replicated in our modified design. Our findings of more typical attention patterns to gender-typical images in ASD females is consistent with evidence of sex differences in CI and inconsistent with the "Extreme Male Brain" theory of ASD.
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Affiliation(s)
- Clare Harrop
- Department of Allied Health Sciences, University of North Carolina at Chapel Hill, Carr Mill Mall, Carrboro, Chapel Hill, NC, 27510, USA.
| | - Desiree Jones
- Department of Allied Health Sciences, University of North Carolina at Chapel Hill, Carr Mill Mall, Carrboro, Chapel Hill, NC, 27510, USA
| | - Shuting Zheng
- School of Education, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sallie Nowell
- Department of Allied Health Sciences, University of North Carolina at Chapel Hill, Carr Mill Mall, Carrboro, Chapel Hill, NC, 27510, USA
| | - Brian A Boyd
- Juniper Gardens Children's Project, University of Kansas, Kansas City, KS, USA
| | - Noah Sasson
- School of Behavior and Brain Sciences, University of Texas at Dallas, Richardson, TX, USA
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Venker CE, Bean A, Kover ST. Auditory-visual misalignment: A theoretical perspective on vocabulary delays in children with ASD. Autism Res 2018; 11:1621-1628. [PMID: 30475450 DOI: 10.1002/aur.2038] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 09/21/2018] [Accepted: 09/29/2018] [Indexed: 11/08/2022]
Abstract
In this commentary, we describe a novel theoretical perspective on vocabulary delays in children with autism spectrum disorder (ASD)-a perspective we refer to as auditory-visual misalignment. We synthesize empirical evidence that: (a) as a result of differences in both social and nonsocial visual attention, the auditory-visual statistics available to children with ASD for early word learning are misaligned; (b) this auditory-visual misalignment disrupts word learning and contributes to the vocabulary delays shown by children with ASD; and (c) adopting a perspective of auditory-visual misalignment has important theoretical and clinical implications for understanding and supporting vocabulary development in children with ASD. Theoretically, the auditory-visual misalignment perspective advances our understanding of how attentional differences impact vocabulary development in children with ASD in several ways. By adopting the point of view of the child, we provide a framework that brings together research on social and domain-general visual attention differences in children with ASD. In addition, the auditory-visual misalignment perspective moves current thinking beyond how misalignment disrupts vocabulary development in the moment, and considers the likely consequences of misalignment over developmental time. Finally, considering auditory-visual misalignment may assist in identifying active ingredients of existing language interventions or in developing new interventions that deliver high quality, aligned input. Future research is needed to determine how manipulating auditory-visual alignment changes word learning in ASD and whether the effects of auditory-visual misalignment are unique to ASD or shared with other neurodevelopmental disorders or sources of language impairment. Autism Research 2018, 11: 1621-1628. © 2018 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: This article describes a new way of thinking about vocabulary delays in children with autism spectrum disorder (ASD). We suggest that children with ASD may have difficulty learning words because their attention is not tuned in to what is most important for learning, creating a mismatch between what they see and what they hear. This perspective brings together research on different types of attentional differences in people with ASD. It may also help us to understand how language interventions work.
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Affiliation(s)
- Courtney E Venker
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, Michigan
| | - Allison Bean
- Department of Speech and Hearing Science, The Ohio State University, Columbus, Ohio
| | - Sara T Kover
- Department of Speech and Hearing Sciences, University of Washington, Seattle, Washington
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Manyakov NV, Bangerter A, Chatterjee M, Mason L, Ness S, Lewin D, Skalkin A, Boice M, Goodwin MS, Dawson G, Hendren R, Leventhal B, Shic F, Pandina G. Visual Exploration in Autism Spectrum Disorder: Exploring Age Differences and Dynamic Features Using Recurrence Quantification Analysis. Autism Res 2018; 11:1554-1566. [PMID: 30273450 DOI: 10.1002/aur.2021] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 08/01/2018] [Accepted: 08/16/2018] [Indexed: 01/17/2023]
Abstract
Eye-tracking studies have demonstrated that individuals with autism spectrum disorder sometimes show differences in attention and gaze patterns. This includes preference for certain nonsocial objects, heightened attention to detail, and more difficulty with attention shifting and disengagement, which may be associated with restricted and repetitive behaviors. This study utilized a visual exploration task and replicates findings of reduced number of objects explored and increased fixation duration on high autism interest objects in a large sample of individuals with autism spectrum disorder (n = 129, age 6-54 years) in comparison with a typically developing group. These findings correlated with parent-reported repetitive behaviors. Additionally, we applied recurrent quantification analysis to enable identification of new eye-tracking features, which accounted for temporal and spatial differences in viewing patterns. These new features were found to discriminate between autism spectrum disorder and typically developing groups and were correlated with parent-reported repetitive behaviors. Original and novel eye-tracking features identified by recurrent quantification analysis differed in their relationships to reported behaviors and were dependent on age. Trial Registration: NCT02299700. Autism Research 2018, 11: 1554-1566. © 2018 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: Using eye-tracking technology and a visual exploration task, we showed that people with autism spectrum disorder (ASD) spend more time looking at particular kinds of objects, like trains and clocks, and look at fewer objects overall than people without ASD. Where people look and the order in which they look at objects were related to the restricted and repetitive behaviors reported by parents. Eye-tracking may be a useful addition to parent reports for measuring changes in behavior in individuals with ASD.
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Affiliation(s)
| | - Abigail Bangerter
- Janssen Research & Development, LLC, 1125 Trenton-Harbourton Road, Titusville, New Jersey, 08560
| | - Meenakshi Chatterjee
- Janssen Research & Development, LLC, PO Box 776, Welsh & McKean Roads, Spring House, Pennsylvania, 19477-0776
| | - Luke Mason
- Centre for Brain and Cognitive Development, Birkbeck, University of London, Malet Street WC1E 7HX, London, United Kingdom
| | - Seth Ness
- Janssen Research & Development, LLC, 1125 Trenton-Harbourton Road, Titusville, New Jersey, 08560
| | - David Lewin
- Janssen Research & Development, LLC, 1125 Trenton-Harbourton Road, Titusville, New Jersey, 08560
| | - Andrew Skalkin
- Janssen Research & Development, LLC, PO Box 776, Welsh & McKean Roads, Spring House, Pennsylvania, 19477-0776
| | - Matthew Boice
- Janssen Research & Development, LLC, 1125 Trenton-Harbourton Road, Titusville, New Jersey, 08560
| | - Matthew S Goodwin
- 312E Robinson Hall, Department of Health Sciences, Bouvé College of Health Sciences, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts, 02115
| | - Geraldine Dawson
- Duke Center for Autism and Brain Development, Duke University School of Medicine, 2608 Erwin Road, Suite 30, Durham, North Carolina, 27705
| | - Robert Hendren
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Department of Pediatrics, University of Washington, 2001 8th Ave Suite #400, Seattle, Washington, 98121
| | - Bennett Leventhal
- Benioff Children's Hospital, University of California, San Francisco, 401 Parnassus Ave, Langley Porter, San Francisco, California, 94143-0984
| | - Frederick Shic
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Department of Pediatrics, University of Washington, Seattle, Washington
| | - Gahan Pandina
- Janssen Research & Development, LLC, 1125 Trenton-Harbourton Road, Titusville, New Jersey, 08560
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Harrop C, Jones D, Zheng S, Nowell SW, Boyd BA, Sasson N. Sex differences in social attention in autism spectrum disorder. Autism Res 2018; 11:1264-1275. [PMID: 30403327 DOI: 10.1002/aur.1997] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 06/13/2018] [Accepted: 06/17/2018] [Indexed: 12/16/2022]
Abstract
Although reduced social attention and increased nonsocial attention have been reported in individuals with autism spectrum disorder (ASD), the studies have relied on predominantly male samples and have been underpowered to examine sex differences. These processes may differ for females with ASD, who have been shown to be dissimilar to males in social motivation and nonsocial features, including circumscribed interests (CI). The goal of this study was to compare social and nonsocial visual attention between males and females with ASD on a validated eye-tracking paradigm. Eighty-five school-aged (6-10 years) males and females with and without ASD completed a paired preference task of face and object stimuli (half of which related to common CI). After covarying for chronological and mental age, the presence of concurrently presented CI images reduced prioritization and attention to faces for males more than females, replicating previous findings. ASD females maintained comparable attention patterns to typically developing females, suggesting that previous findings of reduced social attention and increased attention to CI-related objects in autism may be specific to males. These findings are also inconsistent with the "extreme male brain" theory of autism. The more normative orienting and attention to social stimuli for females with ASD may indicate distinct phenotypic characteristics relative to males and possibly serve as a protective effect. Autism Res 2018, 11: 1264-1275. © 2018 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: As autism is more commonly diagnosed in males, less is known about females with autism. Two areas of interest include the interests held by individuals with autism and how socially motivated they are. We used eye tracking as a way to understand these two areas. Our data reveal that elementary school-aged females (6-10 years) with autism attended to faces comparatively to females without autism, suggesting that (1) they were more socially motivated than males with autism and (2) the images of common interests were less motivating to them.
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Affiliation(s)
- Clare Harrop
- Allied Health Sciences, University of North Carolina at Chapel Hill, Carrboro, North Carolina
| | - Desiree Jones
- Allied Health Sciences, University of North Carolina at Chapel Hill, Carrboro, North Carolina
| | - Shuting Zheng
- School of Education, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Sallie W Nowell
- Allied Health Sciences, University of North Carolina at Chapel Hill, Carrboro, North Carolina
| | - Brian A Boyd
- Juniper Gardens Children's Project, University of Kansas, Kansas City, Kansas
| | - Noah Sasson
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Richardson, Texas
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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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47
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Cho IYK, Jelinkova K, Schuetze M, Vinette SA, Rahman S, McCrimmon A, Dewey D, Bray S. Circumscribed interests in adolescents with Autism Spectrum Disorder: A look beyond trains, planes, and clocks. PLoS One 2017; 12:e0187414. [PMID: 29095880 PMCID: PMC5667845 DOI: 10.1371/journal.pone.0187414] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 10/19/2017] [Indexed: 11/19/2022] Open
Abstract
Adolescence is a unique developmental period, characterized by physical and emotional growth and significant maturation of cognitive and social skills. For individuals with Autism Spectrum Disorder (ASD), it is also a vulnerable period as cognitive and social skills can deteriorate. Circumscribed interests (CIs), idiosyncratic areas of intense interest and focus, are a core symptom of ASD that may be associated with social development. Yet, relatively little is known about the expression of CIs in adolescents with ASD. Many studies investigating CIs have used images depicting items of special interest; however, it is not clear how images should be customized for adolescent studies. The goal of this study was to gain insight into the types of images that may be appropriate for studies of CIs in adolescents with ASD. To this end, we used a mixed methods design that included, 1) one-on-one interviews with 10 adolescents (4 with ASD and 6 TD), to identify categories of images that were High Autism Interest (‘HAI’) or High Typically Developing Interest (‘HTD’), and 2) an online survey taken by fifty-three adolescents with ASD (42 male) and 135 typically developing (TD) adolescents (55 male) who rated how much they liked 105 ‘HAI’ and ‘HTD’ images. Although we found a significant interaction between ‘HAI’ and ‘HTD’ categories and diagnosis, neither group significantly preferred one category over the other, and only one individual category ('Celebrities') showed a significant group effect, favored by TD adolescents. Males significantly preferred ‘HAI’ images relative to females, and TD adolescents significantly preferred images with social content relative to adolescents with ASD. Our findings suggest that studies investigating affective or neural responses to CI-related stimuli in adolescents should consider that stereotypical ASD interests (e.g. trains, gadgets) may not accurately represent individual adolescents with ASD, many of whom show interests that overlap with TD adolescents (e.g. video games).
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Affiliation(s)
- Ivy Y. K. Cho
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Child and Adolescent Imaging Research (CAIR) Program, University of Calgary, Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Kristina Jelinkova
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Child and Adolescent Imaging Research (CAIR) Program, University of Calgary, Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Manuela Schuetze
- Child and Adolescent Imaging Research (CAIR) Program, University of Calgary, Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Sarah A. Vinette
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Child and Adolescent Imaging Research (CAIR) Program, University of Calgary, Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Sarah Rahman
- Child and Adolescent Imaging Research (CAIR) Program, University of Calgary, Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- The Ability Hub, Calgary, Alberta, Canada
- Department of Psychiatry, Charleston Area Medical Center and West Virginia University Charleston Division, Charleston, West Virginia, United States of America
| | - Adam McCrimmon
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Werklund School of Education, University of Calgary, Calgary, Alberta, Canada
| | - Deborah Dewey
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Signe Bray
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Child and Adolescent Imaging Research (CAIR) Program, University of Calgary, Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- * E-mail:
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