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Klin A. Increasing Access to Early Diagnosis and Assessment of Autism Via Biomarker-Based Measurements of Social Visual Engagement. AMERICAN JOURNAL ON INTELLECTUAL AND DEVELOPMENTAL DISABILITIES 2025; 130:167-170. [PMID: 40288772 DOI: 10.1352/1944-7558-130.3.167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/29/2025]
Abstract
Only one in every five children with autism is diagnosed before the age of 3 years. As a result, tens of thousands of children every year in the United States miss benefiting from early interventions and supports that could potentially optimize their lifetime outcomes. A major obstacle is the extremely limited access to high quality diagnosis. To address this challenge, biomarker-based objective procedures for early diagnosis and assessment of autism have already been clinically validated and cleared for broad implementation by the U.S. Food and Drug Administration. Broad community uptake of these science-based solutions, however, will require change in entrenched models of diagnostic care, and aggressive prioritization of the needs of the community at large.
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Girault JB, Nishino T, Talović M, Nebel MB, Reynolds M, Burrows CA, Elison JT, Lee CM, Snyder AZ, Shen MD, Shen AM, Botteron KN, Estes AM, Dager SR, Gerig G, Hazlett HC, Marrus N, McKinstry RC, Pandey J, Schultz RT, John TS, Styner MA, Zwaigenbaum L, Todorov AA, Piven J, Pruett JR. Functional connectivity between the visual and salience networks and autistic social features at school-age. J Neurodev Disord 2025; 17:23. [PMID: 40295911 PMCID: PMC12036130 DOI: 10.1186/s11689-025-09613-9] [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] [Received: 02/03/2025] [Accepted: 04/12/2025] [Indexed: 04/30/2025] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) is highly heritable and phenotypically variable. Neuroimaging markers reflecting variation in behavior will provide insights into circuitry subserving core features. We examined functional correlates of ASD symptomology at school-age, while accounting for associated behavioral and cognitive domains, in a longitudinal sample followed from infancy and enriched for those with a genetic liability for ASD. METHODS Resting state functional connectivity MRIs (fcMRI) and behavioral data were analyzed from 97 school-age children (8.1-12.0 years, 55 males, 15 ASD) with (n = 63) or without (n = 34) a family history of ASD. fcMRI enrichment analysis (EA) was used to screen for associations between network-level functional connectivity and six behaviors of interest in a data-driven manner: social affect, restricted and repetitive behavior (RRB), generalized anxiety, inattention, motor coordination, and matrix reasoning. RESULTS Functional connectivity between the visual and salience networks was significantly associated with social affect symptoms at school-age after accounting for all other behaviors. Results indicated that stronger connectivity was associated with higher social affect scores. No other behaviors were robustly associated with functional connectivity, though trends were observed between visual-salience connectivity and RRBs. CONCLUSIONS Connectivity between the visual and salience networks may play an important role in social affect symptom variability among children with ASD and those with genetic liability for ASD. These findings align with and extend earlier reports in this sample of the central role of the visual system during infancy in ASD.
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Grants
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K01-MH122779, R01-MH118362, MH118362-02S1 NIMH NIH HHS
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- K23HD112507, R01-HD055741, T32-HD040127, P30-HD003110, P50-HD103573 National Institute of Child Health and Human Development
- P30-NS098577 NINDS NIH HHS
- #140209 Simons Foundation
- National Institute of Mental Health
- National Institute of Neurological Disorders and Stroke
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Affiliation(s)
- Jessica B Girault
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Campus Box #3367, Chapel Hill, NC, USA.
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Tomoyuki Nishino
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Muhamed Talović
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Mary Beth Nebel
- Center for Neurodevelopmental and Imaging Research, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Margaret Reynolds
- Department of Ophthalmology and Visual Sciences, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | | | - Jed T Elison
- Institute of Child Development, University of Minnesota, Minneapolis, MN, USA
| | - Chimei M Lee
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Abraham Z Snyder
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Mark D Shen
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Campus Box #3367, Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Kelly N Botteron
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Annette M Estes
- Department of Speech and Hearing Science, University of Washington, Seattle, WA, USA
| | - Stephen R Dager
- Department of Radiology, University of Washington Medical Center, Seattle, WA, USA
| | - Guido Gerig
- Tandon School of Engineering, New York University, New York, NY, USA
| | - Heather C Hazlett
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Campus Box #3367, Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Natasha Marrus
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Robert C McKinstry
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Juhi Pandey
- Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Robert T Schultz
- Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Tanya St John
- Department of Speech and Hearing Science, University of Washington, Seattle, WA, USA
| | - Martin A Styner
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Alexandre A Todorov
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Joseph Piven
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Campus Box #3367, Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John R Pruett
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
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Cheng Y, Shi J, Cheng X, Wei Y, Wang J, Jiang Z. Impact of social knowledge and skills training based on UCLA PEERS® on social communication and interaction skills of adolescents or young adults with autism: A systematic review and meta-analysis. Asian J Psychiatr 2025; 106:104422. [PMID: 40056598 DOI: 10.1016/j.ajp.2025.104422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2025] [Revised: 02/25/2025] [Accepted: 02/25/2025] [Indexed: 03/10/2025]
Abstract
This study provided a systematic review and meta-analysis of UCLA PEERS® for social skills improvement in adolescents or young adults with autism. A total of 21 randomized controlled trials and 10 non-randomized controlled trials were included, and six different outcome indicators were analyzed. The results showed that PEERS improved participants' knowledge of social skills, ability to apply social skills, and emotional intelligence, and the difference between caregiver-reported scores and teacher-reported scores was statistically significant. The PEERS intervention produced the smallest effect using PEERS in East Asia. This study discussed the significance of PEERS on the improvement of social skills in ASD and the reasons for the results of the subgroup analyses, and provided some recommendations for PEERS intervention methods that may help to improve the effectiveness of the intervention.
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Affiliation(s)
- Yichao Cheng
- Rehabilitation Medical College of Jiamusi University, Jiamusi, Heilongjiang, China; Third Affiliated Hospital of Jiamusi University, Jiamusi, Heilongjiang, China; Heilongjiang Provincial Pediatric Cerebral Palsy Prevention and Rehabilitation Center, Jiamusi, Heilongjiang, China; Jiamusi University, Jiamusi, Heilongjiang, China.
| | - Jiaxin Shi
- Rehabilitation Medical College of Jiamusi University, Jiamusi, Heilongjiang, China; Third Affiliated Hospital of Jiamusi University, Jiamusi, Heilongjiang, China; Heilongjiang Provincial Pediatric Cerebral Palsy Prevention and Rehabilitation Center, Jiamusi, Heilongjiang, China; Jiamusi University, Jiamusi, Heilongjiang, China.
| | | | - Yenan Wei
- Rehabilitation Medical College of Jiamusi University, Jiamusi, Heilongjiang, China; Third Affiliated Hospital of Jiamusi University, Jiamusi, Heilongjiang, China; Heilongjiang Provincial Pediatric Cerebral Palsy Prevention and Rehabilitation Center, Jiamusi, Heilongjiang, China; Jiamusi University, Jiamusi, Heilongjiang, China.
| | - Jiacheng Wang
- Rehabilitation Medical College of Jiamusi University, Jiamusi, Heilongjiang, China; Third Affiliated Hospital of Jiamusi University, Jiamusi, Heilongjiang, China; Heilongjiang Provincial Pediatric Cerebral Palsy Prevention and Rehabilitation Center, Jiamusi, Heilongjiang, China; Jiamusi University, Jiamusi, Heilongjiang, China.
| | - Zhimei Jiang
- Jiamusi University, Jiamusi, Heilongjiang, China.
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Begum-Ali J, Mason L, Charman T, Johnson MH, Green J, Garg S, Jones EJH. Disrupted visual attention relates to cognitive development in infants with Neurofibromatosis Type 1. J Neurodev Disord 2025; 17:12. [PMID: 40087579 PMCID: PMC11907931 DOI: 10.1186/s11689-025-09599-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 02/13/2025] [Indexed: 03/17/2025] Open
Abstract
BACKGROUND Neurofibromatosis Type 1 is a genetic condition diagnosed in infancy that substantially increases the likelihood of a child experiencing cognitive and developmental difficulties, including Autism Spectrum Disorder (ASD) and Attention Deficit Hyperactivity Disorder (ADHD). Children with NF1 show clear differences in attention, but whether these differences emerge in early development and how they relate to broader difficulties with cognitive and learning skills is unclear. To address this question requires longitudinal prospective studies from infancy, where the relation between domains of visual attention (including exogenous and endogenous shifting) and cognitive development can be mapped over time. METHODS We report data from 28 infants with NF1 tested longitudinally at 5, 10 and 14 months compared to cohorts of 29 typical likelihood infants (with no history of NF1 or ASD and/or ADHD), and 123 infants with a family history of ASD and/or ADHD. We used an eyetracking battery to measure both exogenous and endogenous control of visual attention. RESULTS Infants with NF1 demonstrated intact social orienting, but slower development of endogenous visual foraging. This slower development presented as prolonged engagement with a salient stimulus in a static display relative to typically developing infants. In terms of exogenous attention shifting, NF1 infants showed faster saccadic reaction times than typical likelihood infants. However, the NF1 group demonstrated a slower developmental improvement from 5 to 14 months of age. Individual differences in foraging and saccade times were concurrently related to visual reception abilities within the full infant cohort (NF1, typical likelihood and those with a family history of ASD/ADHD). CONCLUSIONS Our results provide preliminary evidence that alterations in saccadic reaction time and visual foraging may contribute to learning difficulties in infants with NF1.
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Affiliation(s)
- Jannath Begum-Ali
- Centre for Brain and Cognitive Development, School of Psychological Sciences, Faculty of Science, Henry Wellcome Building, Birkbeck, University of London, Malet Street, London, UK.
| | - Luke Mason
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King'S College London, London, UK
| | - Tony Charman
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King'S College London, London, UK
| | - Mark H Johnson
- Centre for Brain and Cognitive Development, School of Psychological Sciences, Faculty of Science, Henry Wellcome Building, Birkbeck, University of London, Malet Street, London, UK
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Jonathan Green
- Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, UK
| | - Shruti Garg
- Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, UK
| | - Emily J H Jones
- Centre for Brain and Cognitive Development, School of Psychological Sciences, Faculty of Science, Henry Wellcome Building, Birkbeck, University of London, Malet Street, London, UK.
- Centre for Developmental Neurobiology, Institute of Psychiatry, Psychology and Neuroscience, King'S College London, London, UK.
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King'S College London, London, UK.
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Fattal J, McAdams DP, Mittal VA. Interpersonal synchronization: An overlooked factor in development, social cognition, and psychopathology. Neurosci Biobehav Rev 2025; 170:106037. [PMID: 39929382 DOI: 10.1016/j.neubiorev.2025.106037] [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: 10/31/2024] [Revised: 12/31/2024] [Accepted: 01/31/2025] [Indexed: 02/18/2025]
Abstract
Intact social functioning relies on a combination of explicit and implicit behavioral, attentional, and interpersonal processes referred to as "social cognition". Characterizing these interpersonal processes forms a critical underpinning to understanding and treating psychopathology, particularly in disorders where deficits in social functioning do not emerge as a secondary symptom but rather as an essential feature of the disorder. Two of such disorders are autism spectrum disorders (ASD) and schizophrenia spectrum disorders (SZ). However, despite the substantial overlap in the features of social dysfunction between ASD and SZ, including social cognitive deficits in theory of mind, perspective-taking, and empathy, there is a limited understanding of the mechanisms underlying those shared deficits, and how to treat them. We suggest that disruptions of interpersonal functioning emerge over the course of development, and that interpersonal synchronization, a phenomenon in which behavioral and physiological cues align between interacting partners, forms a critical component of social cognition that underlies the disruption in social functioning in ASD and SZ. We present a conceptual review of typical and atypical development of social processes and highlight the role of interpersonal synchronization across the course of development. Then, we review the existing evidence suggesting impairments in both the intentional and spontaneous synchronization of interpersonal processes in ASD and SZ, as well as studies suggesting that interpersonal synchronization and clinical symptoms may be improved through body-oriented interventions within these disorders. Finally, we suggest potential mechanisms that may underpin typical and atypical development of interpersonal synchronization.
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Affiliation(s)
- Jessica Fattal
- Northwestern University, Department of Psychology, Swift Hall, 2029 Sheridan Road, Evanston, IL 60208, USA.
| | - Dan P McAdams
- Northwestern University, Department of Psychology, Swift Hall, 2029 Sheridan Road, Evanston, IL 60208, USA
| | - Vijay A Mittal
- Northwestern University, Department of Psychology, Swift Hall, 2029 Sheridan Road, Evanston, IL 60208, USA
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Xing Y, Huang S, Zhao Y, Wu X. Effects of group sports activities on physical activity and social interaction abilities of children with autism spectrum disorders. Front Psychol 2025; 15:1496660. [PMID: 39980883 PMCID: PMC11840914 DOI: 10.3389/fpsyg.2024.1496660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Accepted: 12/18/2024] [Indexed: 02/22/2025] Open
Abstract
Introduction Group sports activities have been demonstrated to have an impact on the physical activity and social interaction abilities of children with autism spectrum disorder (ASD). Methods Thus, this work, taking different types of group sports as the primary variable, explored the impact of 12-week group sports activities on the physical activity and social interaction abilities of children with ASD. A quasi-experimental design was used to divide 21 children with ASD into Experimental group (N = 11) and Control group 1 (N = 10), while healthy children of the same age were selected as Control group 2 (N = 12). The experimental group performed group sports activities for 60 min/time, 4 times/week, for a total of 12 weeks, while the control group maintained the traditional sports activities of Peizhi School. Physical activity was monitored using a three-axis accelerometer (Model: ActiGraph GT3X+), and social interaction ability was measured using the playground observation of peer engagement (POPE) observation scale to evaluate the social interaction states of children in the experimental group after the physical activities. Results and discussion After the intervention, the sitting time of children in the experimental group was significantly reduced (t = -12.735, p < 0.001, Cohen d = 2.75), and the time of moderate and high-intensity physical activity was significantly increased (t = -8.79, p < 0.001, Cohen d = 1.82). In social interaction ability, the duration of loneliness was significantly reduced (t = -2.567, p < 0.017, Cohen d = 0.57), and the duration of joint participation (t = -3.009, p < 0.007, Cohen d = 0.02) and the regular game (t = -2.511, p < 0.026, Cohen d = 0.46) were significantly increased, respectively. 4 weeks after the intervention, the sedentary behavior and loneliness of the experimental group both continued to decrease. Group physical activities can improve the physical activity levels and social interaction skills of children with ASD and have a good effect on the maintenance.
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Affiliation(s)
- Yu Xing
- School of Physical Education, Hainan University, Haikou, China
- Hainan Provincial Key Laboratory of Sports and Health Promotion, Key Laboratory of Emergency and Trauma, Ministry of Education, The First Affiliated Hospital of Hainan Medical University, Hainan Medical University, Haikou, China
| | - Shuaibin Huang
- School of Physical Education, Hainan University, Haikou, China
| | - Yatong Zhao
- School of Physical Education, Hainan University, Haikou, China
| | - Xueping Wu
- School of Physical Education and Training, Shanghai University of Sport, Shanghai, China
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Li Q, Fu Z, Walum H, Seraji M, Bajracharya P, Calhoun V, Shultz S, Iraji A. Deciphering Multiway Multiscale Brain Network Connectivity: Insights from Birth to 6 Months. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.24.634772. [PMID: 39975042 PMCID: PMC11838216 DOI: 10.1101/2025.01.24.634772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Converging evidence suggests that understanding the human brain requires more than just examining pairwise functional brain interactions. The human brain is a complex, nonlinear system, and focusing solely on linear pairwise functional connectivity often overlooks important nonlinear and higher-order relationships. Infancy is a critical period marked by significant brain development that could contribute to future learning, health, and life success. Exploring higher-order functional relationships in the brain can provide insight into brain function and development. To the best of our knowledge, there is no existing research on multiway, multiscale brain network interactions in infants. In this study, we comprehensively investigate the interactions among brain intrinsic connectivity networks (ICNs), including both pairwise (pair-FNC) and triple relationships (tri-FNC). We focused on an infant dataset collected between birth and six months, a critical period for brain maturation. Our results revealed significant hierarchical, multiway, multiscale brain functional network interactions in the infant brain. These findings suggest that tri-FNC provide additional insights beyond what pairwise interactions reveal during early brain development. The tri-FNC predominantly involve the default mode, sensorimotor, visual, limbic, language, salience, and central executive domains. Notably, these triplet networks align with the classical triple network model of the human brain, which includes the default mode network, the salience network, and the central executive network. This suggests that the brain network system might already be initially established during the first six months of infancy. Interestingly, tri-FNC in the default mode and salience domains showed significantly stronger nonlinear interactions with age compared to pair-FNC. We also found that pair-FNC were less effective at detecting these networks. The present study suggests that exploring tri-FNC can offer additional insights beyond pair-FNC by capturing higher-order nonlinear interactions, potentially yielding more reliable biomarkers to characterize developmental trajectories.
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Affiliation(s)
- Qiang Li
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, and Emory University, Atlanta, GA, USA
| | - Zening Fu
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, and Emory University, Atlanta, GA, USA
| | - Hasse Walum
- Division of Autism & Related Disabilities, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, GA, USA
| | - Masoud Seraji
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, and Emory University, Atlanta, GA, USA
- School of Psychology, University of Texas at Austin, Austin, USA
| | - Prerana Bajracharya
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, and Emory University, Atlanta, GA, USA
| | - Vince Calhoun
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, and Emory University, Atlanta, GA, USA
- Department of Computer Science, Georgia State University, Atlanta, GA, USA
- School of Psychology, University of Texas at Austin, Austin, USA
| | - Sarah Shultz
- Division of Autism & Related Disabilities, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, GA, USA
| | - Armin Iraji
- Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, and Emory University, Atlanta, GA, USA
- Department of Computer Science, Georgia State University, Atlanta, GA, USA
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McQuaid GA, Strang JF, Jack A. Borderline Personality as a Factor in Late, Missed, and Mis-Diagnosis in Autistic Girls and Women: A Conceptual Analysis. AUTISM IN ADULTHOOD 2024; 6:401-427. [PMID: 40018062 PMCID: PMC11861065 DOI: 10.1089/aut.2023.0034] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
Autism without intellectual disability is diagnosed later and with greater difficulty in girls/women relative to boys/men. For autistic girls and women, the journey to an autism diagnosis may include one or more misdiagnoses. Misdiagnosis with borderline personality disorder (BPD) or borderline traits may be particularly common, and characteristics often observed in autistic girls and women may contribute specifically to a risk of misdiagnosis with BPD. This review draws from a burgeoning literature on autism in girls and women to provide a detailed discussion of differential diagnosis of BPD and autism in cisgender girls/women, with a focus on phenotypic traits and/or their presentation that may be more common in autistic girls/women and that may be particularly prone to miscategorization as BPD. Distinctions between autism and BPD are identified, emphasizing the need for scrutiny of an individual's clinical presentation to tease apart differences between the autism and BPD phenotypes. We highlight instances in which similar phenotypic expressions may be driven by differing underlying factors. Implications for the distinction of autism and BPD/borderline traits in informing appropriate therapeutic intervention are discussed.
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Affiliation(s)
- Goldie A. McQuaid
- Department of Psychology, George Mason University, Fairfax, Virginia, USA
| | - John F. Strang
- Gender and Autism Program, Children's National Hospital, Rockville, Maryland, USA
- Center for Autism Spectrum Disorders, Division of Neuropsychology, Children's National Hospital, Rockville, Maryland, USA
- George Washington University School of Medicine, Washington, District of Columbia, USA
- Department of Pediatrics, Psychiatry, and Behavioral Sciences, George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Allison Jack
- Department of Psychology, George Mason University, Fairfax, Virginia, USA
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9
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Papageorgopoulou E, Jones EJH, Johnson MH, Charman T, Green J, Wan MW. Parent-infant interaction trajectories in infants with an elevated likelihood for autism in relation to 3-year clinical outcome. Autism Res 2024; 17:2018-2029. [PMID: 38940216 DOI: 10.1002/aur.3190] [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: 02/27/2024] [Accepted: 06/05/2024] [Indexed: 06/29/2024]
Abstract
Developmental antecedents of autism may affect parent-infant interactions (PII), altering the context in which core social skills develop. While studies have identified differences in PII between infants with and without elevated likelihood (EL) for autism, samples have been small. Here, we examined whether previously reported differences are replicable. From a longitudinal study of 113 EL and 27 typical likelihood infants (TL), 6-min videotaped unstructured PII was blind rated at 8 and 14 months on eight interactional qualities. Autism outcome was assessed at 36 months. Linear mixed-effects models found higher parent sensitive responsiveness, nondirectiveness, and mutuality ratings in TL than EL infants with and without later autism. PII qualities at 8 (infant positive affect, parent directiveness) and 14 months (infant attentiveness to parent, mutuality) predicted 3-year autism. Attentiveness to parent decreased between 8 and 14 months in EL infants with later autism. This larger study supports previous findings of emerging alterations in PII in this group and extends on this by detecting earlier (8-month) predictive effects of PII for autism outcome and a more marked trajectory of decreased social attentiveness. The findings strengthen the evidence base to support the implementation of early preemptive interventions to support PII in infants with early autism signs.
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Affiliation(s)
- Eirini Papageorgopoulou
- Centre for Brain and Cognitive Development, School of Psychological Sciences, Birkbeck, University of London, London, UK
- Department of Women & Children's Health, King's College London, London, United Kingdom
| | - Emily J H Jones
- Centre for Brain and Cognitive Development, School of Psychological Sciences, Birkbeck, University of London, London, UK
| | - Mark H Johnson
- Centre for Brain and Cognitive Development, School of Psychological Sciences, Birkbeck, University of London, London, UK
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Tony Charman
- Institute of Psychiatry, Psychology & Neuroscience, Department of Psychology, King's College London, London, UK
| | - Jonathan Green
- Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Manchester, UK
- Royal Manchester Children's Hospital, Manchester, Manchester, UK
| | - Ming Wai Wan
- Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Manchester, UK
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10
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Zeng G, Leung TS, Maylott SE, Malik A, Adornato AA, Lebowitz M, Messinger DS, Szeto A, Feldman R, Simpson EA. Infants' salivary oxytocin and positive affective reactions to people. Horm Behav 2024; 164:105579. [PMID: 38905820 DOI: 10.1016/j.yhbeh.2024.105579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 04/30/2024] [Accepted: 06/06/2024] [Indexed: 06/23/2024]
Abstract
Oxytocin is a neuropeptide positively associated with prosociality in adults. Here, we studied whether infants' salivary oxytocin can be reliably measured, is developmentally stable, and is linked to social behavior. We longitudinally collected saliva from 62 U.S. infants (44 % female, 56 % Hispanic/Latino, 24 % Black, 18 % non-Hispanic White, 11 % multiracial) at 4, 8, and 14 months of age and offline-video-coded the valence of their facial affect in response to a video of a smiling woman. We also captured infants' affective reactions in terms of excitement/joyfulness during a live, structured interaction with a singing woman in the Early Social Communication Scales at 14 months. We detected stable individual differences in infants' oxytocin levels over time (over minutes and months) and in infants' positive affect over months and across contexts (video-based and in live interactions). We detected no statistically significant changes in oxytocin levels between 4 and 8 months but found an increase from 8 to 14 months. Infants with higher oxytocin levels showed more positive facial affect to a smiling person video at 4 months; however, this association disappeared at 8 months, and reversed at 14 months (i.e., higher oxytocin was associated with less positive facial affect). Infant salivary oxytocin may be a reliable physiological measure of individual differences related to socio-emotional development.
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Affiliation(s)
- Guangyu Zeng
- School of Humanities and Social Science, The Chinese University of Hong Kong, Shenzhen, China; Department of Psychology, University of Miami, Coral Gables, FL, USA.
| | - Tiffany S Leung
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | | | - Arushi Malik
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Alexis A Adornato
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Mendel Lebowitz
- School of Medicine, Emory University, Atlanta, GA, USA; Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | | | - Angela Szeto
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Ruth Feldman
- Baruch Ivcher School of Psychology, Reichman University, Herzliya, Israel; Child Study Center, Yale University, New Haven, CT, USA
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11
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Gui A, Throm E, da Costa PF, Penza F, Aguiló Mayans M, Jordan-Barros A, Haartsen R, Leech R, Jones EJH. Neuroadaptive Bayesian optimisation to study individual differences in infants' engagement with social cues. Dev Cogn Neurosci 2024; 68:101401. [PMID: 38870603 PMCID: PMC11225696 DOI: 10.1016/j.dcn.2024.101401] [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: 02/12/2024] [Revised: 05/31/2024] [Accepted: 06/01/2024] [Indexed: 06/15/2024] Open
Abstract
Infants' motivation to engage with the social world depends on the interplay between individual brain's characteristics and previous exposure to social cues such as the parent's smile or eye contact. Different hypotheses about why specific combinations of emotional expressions and gaze direction engage children have been tested with group-level approaches rather than focusing on individual differences in the social brain development. Here, a novel Artificial Intelligence-enhanced brain-imaging approach, Neuroadaptive Bayesian Optimisation (NBO), was applied to infant electro-encephalography (EEG) to understand how selected neural signals encode social cues in individual infants. EEG data from 42 6- to 9-month-old infants looking at images of their parent's face were analysed in real-time and used by a Bayesian Optimisation algorithm to identify which combination of the parent's gaze/head direction and emotional expression produces the strongest brain activation in the child. This individualised approach supported the theory that the infant's brain is maximally engaged by communicative cues with a negative valence (angry faces with direct gaze). Infants attending preferentially to faces with direct gaze had increased positive affectivity and decreased negative affectivity. This work confirmed that infants' attentional preferences for social cues are heterogeneous and shows the NBO's potential to study diversity in neurodevelopmental trajectories.
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Affiliation(s)
- A Gui
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Malet Street, London WC1E 7HX, United Kingdom; Department of Psychology, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, United Kingdom.
| | - E Throm
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Malet Street, London WC1E 7HX, United Kingdom
| | - P F da Costa
- Department of Neuroimaging, Institute of Psychiatry, Psychology and, Neuroscience, King's College London, de Crespigny Road, London SE5 8AB, United Kingdom
| | - F Penza
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Malet Street, London WC1E 7HX, United Kingdom
| | - M Aguiló Mayans
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Malet Street, London WC1E 7HX, United Kingdom
| | - A Jordan-Barros
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Malet Street, London WC1E 7HX, United Kingdom
| | - R Haartsen
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Malet Street, London WC1E 7HX, United Kingdom
| | - R Leech
- Department of Neuroimaging, Institute of Psychiatry, Psychology and, Neuroscience, King's College London, de Crespigny Road, London SE5 8AB, United Kingdom
| | - E J H Jones
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Malet Street, London WC1E 7HX, United Kingdom
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12
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Wilson RJ, Suh YP, Dursun I, Li X, da Costa Souza F, Grodzki AC, Cui JY, Lehmler HJ, Lein PJ. Developmental exposure to the Fox River PCB mixture modulates behavior in juvenile mice. Neurotoxicology 2024; 103:146-161. [PMID: 38885884 PMCID: PMC11489981 DOI: 10.1016/j.neuro.2024.06.008] [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: 03/24/2024] [Revised: 05/13/2024] [Accepted: 06/11/2024] [Indexed: 06/20/2024]
Abstract
Developmental exposures to PCBs are implicated in the etiology of neurodevelopmental disorders (NDDs). This observation is concerning given the continued presence of PCBs in the human environment and the increasing incidence of NDDs. Previous studies reported that developmental exposure to legacy commercial PCB mixtures (Aroclors) or single PCB congeners found in Aroclors caused NDD-relevant behavioral phenotypes in animal models. However, the PCB congener profile in contemporary human samples is dissimilar to that of the legacy Aroclors, raising the question of whether human-relevant PCB mixtures similarly interfere with normal brain development. To address this question, we assessed the developmental neurotoxicity of the Fox River Mixture (FRM), which was designed to mimic the congener profile identified in fish from the PCB-contaminated Fox River that constitute a primary protein source in the diet of surrounding communities. Adult female C57BL/6 J mouse dams (8-10 weeks old) were exposed to vehicle (peanut oil) or FRM at 0.1, 1.0, or 6.0 mg/kg/d in their diet throughout gestation and lactation, and neurodevelopmental outcomes were assessed in their pups. Ultrasonic vocalizations (USVs) and measures of general development were quantified at postnatal day (P) 7, while performance in the spontaneous alternation task and the 3-chambered social approach/social novelty task was assessed on P35. Triiodothyronine (T3) and thyroxine (T4) were quantified in serum collected from the dams when pups were weaned and from pups on P28 and P35. Developmental exposure to FRM did not alter pup weight or body temperature on P7, but USVs were significantly decreased in litters exposed to FRM at 0.1 or 6.0 mg/kg/d in the maternal diet. FRM also impaired male and female pups' performance in the social novelty task. Compared to sex-matched vehicles, significantly decreased social novelty was observed in male and female pups in the 0.1 and 6.0 mg/kg/d dose groups. FRM did not alter performance in the spontaneous alternation or social approach tasks. FRM increased serum T3 levels but decreased serum T4 levels in P28 male pups in the 1.0 and 6.0 mg/kg/d dose groups. In P35 female pups and dams, serum T3 levels decreased in the 6.0 mg/kg/d dose group while T4 levels were not altered. Collectively, these findings suggest that FRM interferes with the development of social communication and social novelty, but not memory, supporting the hypothesis that contemporary PCB exposures pose a risk to the developing brain. FRM had sex, age, and dose-dependent effects on serum thyroid hormone levels that overlapped but did not perfectly align with the FRM effects on behavioral outcomes. These observations suggest that changes in thyroid hormone levels are not likely the major factor underlying the behavioral deficits observed in FRM-exposed animals.
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Affiliation(s)
- Rebecca J Wilson
- Department of Molecular Biosciences, University of California Davis, Davis, CA, USA
| | - Youjun P Suh
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Ilknur Dursun
- Department of Molecular Biosciences, University of California Davis, Davis, CA, USA; Istinye University, School of Medicine, Department of Physiology, Istanbul 34396, Turkey
| | - Xueshu Li
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, IA, USA
| | | | - Ana Cristina Grodzki
- Department of Molecular Biosciences, University of California Davis, Davis, CA, USA
| | - Julia Y Cui
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Hans-Joachim Lehmler
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, IA, USA
| | - Pamela J Lein
- Department of Molecular Biosciences, University of California Davis, Davis, CA, USA.
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13
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Meredith Weiss S, Aydin E, Lloyd-Fox S, Johnson MH. Trajectories of brain and behaviour development in the womb, at birth and through infancy. Nat Hum Behav 2024; 8:1251-1262. [PMID: 38886534 DOI: 10.1038/s41562-024-01896-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 04/04/2024] [Indexed: 06/20/2024]
Abstract
Birth is often seen as the starting point for studying effects of the environment on human development, with much research focused on the capacities of young infants. However, recent imaging advances have revealed that the complex behaviours of the fetus and the uterine environment exert influence. Birth is now viewed as a punctuate event along a developmental pathway of increasing autonomy of the child from their mother. Here we highlight (1) increasing physiological autonomy and perceptual sensitivity in the fetus, (2) physiological and neurochemical processes associated with birth that influence future behaviour, (3) the recalibration of motor and sensory systems in the newborn to adapt to the world outside the womb and (4) the effect of the prenatal environment on later infant behaviours and brain function. Taken together, these lines of evidence move us beyond nature-nurture issues to a developmental human lifespan view beginning within the womb.
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Affiliation(s)
- Staci Meredith Weiss
- University of Cambridge, Department of Psychology, Cambridge, UK.
- University of Roehampton, School of Psychology, London, UK.
| | - Ezra Aydin
- University of Cambridge, Department of Psychology, Cambridge, UK
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Sarah Lloyd-Fox
- University of Cambridge, Department of Psychology, Cambridge, UK
| | - Mark H Johnson
- University of Cambridge, Department of Psychology, Cambridge, UK
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK
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14
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Bajracharya P, Faghiri A, Fu Z, Calhoun VD, Shultz S, Iraji A. Identifying Canonical multi-scale Intrinsic Connectivity Networks in Infant resting-state fMRI and their Association with Age. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-4. [PMID: 40039283 DOI: 10.1109/embc53108.2024.10782404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
Intrinsic Connectivity Networks (ICNs) reflect functional brain organization responsible for various cognitive processes, including sensory perception, motor control, memory, and attention. In this study, we used the Multivariate-Objective Optimization Independent Component Analysis with Reference (MOO-ICAR) and the NeuroMark 2.1 (adult) template to estimate subject-specific ICNs in resting-state functional magnetic resonance imaging (rsfMRI) data of infants. The NeuroMark 2.1 template contains 105 multi-scale canonical ICNs derived from 100k+ adults across multiple datasets. The multi-scale ICNs capture functional segregation across various levels of granularity across brain, revealing functional sources and their interactions. The results showed that the 105 ICNs in infants were spatially aligned with those in the template and revealed age-related distinctive patterns in static Functional Network Connectivity (sFNC), particularly in the sub-cortical and high-level cognitive domains. This study is the first to investigate the presence and development of these multi-scale ICNs in infant rsfMRI data. Our findings confirmed the presence of identifiable canonical ICNs in infants as young as six months, showcasing a strong association between these networks and age and suggesting potential biomarkers for early identification of neurodevelopmental disability.
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15
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Cohenour T, Dickinson A, Jeste S, Gulsrud A, Kasari C. Patterns of spontaneous neural activity associated with social communication abilities among infants and toddlers showing signs of autism. Eur J Neurosci 2024; 60:3597-3613. [PMID: 38703054 PMCID: PMC12083214 DOI: 10.1111/ejn.16358] [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: 09/18/2023] [Revised: 03/28/2024] [Accepted: 04/02/2024] [Indexed: 05/06/2024]
Abstract
Early disruptions to social communication development, including delays in joint attention and language, are among the earliest markers of autism spectrum disorder (autism, henceforth). Although social communication differences are a core feature of autism, there is marked heterogeneity in social communication-related development among infants and toddlers exhibiting autism symptoms. Neural markers of individual differences in joint attention and language abilities may provide important insight into heterogeneity in autism symptom expression during infancy and toddlerhood. This study examined patterns of spontaneous electroencephalography (EEG) activity associated with joint attention and language skills in 70 community-referred 12- to 23-month-olds with autism symptoms and elevated scores on an autism diagnostic instrument. Data-driven cluster-based permutation analyses revealed significant positive associations between relative alpha power (6-9 Hz) and concurrent response to joint attention skills, receptive language, and expressive language abilities. Exploratory analyses also revealed significant negative associations between relative alpha power and measures of core autism features (i.e., social communication difficulties and restricted/repetitive behaviors). These findings shed light on the neural mechanisms underlying typical and atypical social communication development in emerging autism and provide a foundation for future work examining neural predictors of social communication growth and markers of intervention response.
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Affiliation(s)
- Torrey Cohenour
- Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Abigail Dickinson
- Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Shafali Jeste
- Division of Neurology, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Amanda Gulsrud
- Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Connie Kasari
- Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
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16
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Ford A, Walum H, Brice B, Patel H, Kunnikuru S, Jones W, Berman GJ, Shultz S. Caregiver greeting to infants under 6 months already reflects emerging differences in those later diagnosed with autism. Proc Biol Sci 2024; 291:20232494. [PMID: 38872278 DOI: 10.1098/rspb.2023.2494] [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: 11/06/2023] [Accepted: 04/15/2024] [Indexed: 06/15/2024] Open
Abstract
As infants develop, caregivers adjust their behaviour to scaffold their infant's emerging skills, such that changes in infants' social abilities are expected to elicit changes in caregiver behaviour. We examined whether changes in the probability of infant-directed caregiving behaviour-specifically, greeting, a ubiquitous signal used by caregivers to initiate reciprocal interactions-differ between infant-caregiver dyads with an infant later diagnosed with autism and dyads with a neurotypically developing infant during infants' first 6 months. Using longitudinal data from 163 dyads, we found that caregivers in autism dyads (n = 40) used greeting less and at later infant ages than caregivers with a neurotypically developing infant (neurotypical dyads, n = 83). Caregivers in dyads with infants at elevated familial genetic likelihood for autism who did not receive an autism diagnosis (EL-non-autism dyads, n = 40) showed no differences in greeting compared with neurotypical dyads. Socioeconomic status partially mediated the difference between autism and neurotypical dyads. These findings show that autism and socioeconomic status were associated with the mutually adapted dynamics of dyadic interaction beginning in the first postnatal weeks. Importantly, differences in caregiver greeting observed in autism dyads are not interpreted as suboptimal behaviour from caregivers but rather indicate how early emerging social differences related to autism, years before overt features are present, may alter social learning opportunities elicited by the infant.
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Affiliation(s)
- Aiden Ford
- Neuroscience Graduate Program, Emory University , Atlanta, GA, USA
- Marcus Autism Center , Atlanta, GA, USA
| | - Hasse Walum
- Marcus Autism Center , Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine , Atlanta, GA, USA
| | - Beyonce Brice
- Emory College of Arts and Sciences, Emory University , Atlanta, GA, USA
| | - Hely Patel
- Emory College of Arts and Sciences, Emory University , Atlanta, GA, USA
| | - Sanjana Kunnikuru
- Emory College of Arts and Sciences, Emory University , Atlanta, GA, USA
| | - Warren Jones
- Neuroscience Graduate Program, Emory University , Atlanta, GA, USA
- Marcus Autism Center , Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine , Atlanta, GA, USA
| | - Gordon J Berman
- Neuroscience Graduate Program, Emory University , Atlanta, GA, USA
- Department of Biology, Emory University , Atlanta, GA, USA
| | - Sarah Shultz
- Neuroscience Graduate Program, Emory University , Atlanta, GA, USA
- Marcus Autism Center , Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine , Atlanta, GA, USA
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17
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Grumi S, Capelli E, Morelli F, Vercellino L, Mascherpa E, Ghiberti C, Carraro L, Signorini S, Provenzi L. Gaze Orienting in the Social World: An Exploration of the Role Played by Caregiving Vocal and Tactile Behaviors in Infants with Visual Impairment and in Sighted Controls. Brain Sci 2024; 14:474. [PMID: 38790453 PMCID: PMC11120189 DOI: 10.3390/brainsci14050474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/02/2024] [Accepted: 05/03/2024] [Indexed: 05/26/2024] Open
Abstract
Infant attention is a cognitive function that underlines sensory-motor integration processes at the interface between the baby and the surrounding physical and socio-relational environment, mainly with the caregivers. The investigation of the role of non-visual inputs (i.e., vocal and tactile) provided by the caregivers in shaping infants' attention in the context of visual impairment is relevant from both a theoretical and clinical point of view. This study investigated the social attention (i.e., gaze orientation) skills in a group of visually impaired (VI) and age-matched sighted controls (SCs) between 9 and 12 months of age. Moreover, the role of VI severity and maternal vocalizations and touch in shaping the social attention were investigated. Overall, 45 infants and their mothers participated in a video-recorded 4 min interaction procedure, including a play and a still-face episode. The infants' gaze orientation (i.e., mother-directed, object-directed, or unfocused) and the types of maternal vocalizations and touch (i.e., socio-cognitive, affective) were micro-analytically coded. Maternal vocalizations and touch were found to influence gaze orientation differently in VI infants compared SCs. Moreover, the group comparisons during the play episode showed that controls were predominantly oriented to the mothers, while VI infants were less socially oriented. Visual impairment severity did not emerge as linked with social attention. These findings contribute to our understanding of socio-cognitive developmental trajectories in VI infants and highlight the need for tailored interventions to promote optimal outcomes for VI populations.
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Affiliation(s)
- Serena Grumi
- Developmental Psychobiology Lab, IRCCS Mondino Foundation, 27100 Pavia, Italy; (S.G.); (L.V.)
| | - Elena Capelli
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy; (E.C.); (C.G.); (L.C.)
| | - Federica Morelli
- Developmental Neuro-Ophthalmology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (F.M.); (S.S.)
| | - Luisa Vercellino
- Developmental Psychobiology Lab, IRCCS Mondino Foundation, 27100 Pavia, Italy; (S.G.); (L.V.)
| | - Eleonora Mascherpa
- Developmental Neuro-Ophthalmology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (F.M.); (S.S.)
| | - Chiara Ghiberti
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy; (E.C.); (C.G.); (L.C.)
- Developmental Neuro-Ophthalmology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (F.M.); (S.S.)
| | - Laura Carraro
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy; (E.C.); (C.G.); (L.C.)
- Developmental Neuro-Ophthalmology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (F.M.); (S.S.)
| | - Sabrina Signorini
- Developmental Neuro-Ophthalmology Unit, IRCCS Mondino Foundation, 27100 Pavia, Italy; (F.M.); (S.S.)
| | - Livio Provenzi
- Developmental Psychobiology Lab, IRCCS Mondino Foundation, 27100 Pavia, Italy; (S.G.); (L.V.)
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy; (E.C.); (C.G.); (L.C.)
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18
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Tsang T, Green SA, Liu J, Lawrence K, Jeste S, Bookheimer SY, Dapretto M. Salience network connectivity is altered in 6-week-old infants at heightened likelihood for developing autism. Commun Biol 2024; 7:485. [PMID: 38649483 PMCID: PMC11035613 DOI: 10.1038/s42003-024-06016-9] [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: 03/20/2023] [Accepted: 03/06/2024] [Indexed: 04/25/2024] Open
Abstract
Converging evidence implicates disrupted brain connectivity in autism spectrum disorder (ASD); however, the mechanisms linking altered connectivity early in development to the emergence of ASD symptomatology remain poorly understood. Here we examined whether atypicalities in the Salience Network - an early-emerging neural network involved in orienting attention to the most salient aspects of one's internal and external environment - may predict the development of ASD symptoms such as reduced social attention and atypical sensory processing. Six-week-old infants at high likelihood of developing ASD based on family history exhibited stronger Salience Network connectivity with sensorimotor regions; infants at typical likelihood of developing ASD demonstrated stronger Salience Network connectivity with prefrontal regions involved in social attention. Infants with higher connectivity with sensorimotor regions had lower connectivity with prefrontal regions, suggesting a direct tradeoff between attention to basic sensory versus socially-relevant information. Early alterations in Salience Network connectivity predicted subsequent ASD symptomatology, providing a plausible mechanistic account for the unfolding of atypical developmental trajectories associated with vulnerability to ASD.
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Affiliation(s)
| | - Shulamite A Green
- Ahmanson-Lovelace Brain Mapping Center, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Center for Cognitive Neuroscience, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Katherine Lawrence
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Shafali Jeste
- Children's Hospital Los Angeles, USC Keck School of Medicine, Los Angeles, CA, USA
| | - Susan Y Bookheimer
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Center for Cognitive Neuroscience, University of California, Los Angeles, Los Angeles, CA, USA
| | - Mirella Dapretto
- Ahmanson-Lovelace Brain Mapping Center, University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA.
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
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19
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Throm E, Gui A, Haartsen R, da Costa PF, Leech R, Jones EJH. Real-time monitoring of infant theta power during naturalistic social experiences. Dev Cogn Neurosci 2023; 63:101300. [PMID: 37741087 PMCID: PMC10523417 DOI: 10.1016/j.dcn.2023.101300] [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: 03/14/2023] [Revised: 06/30/2023] [Accepted: 09/08/2023] [Indexed: 09/25/2023] Open
Abstract
Infant-directed speech and direct gaze are important social cues that shape infant's attention to their parents. Traditional methods for probing their effect on infant attention involve a small number of pre-selected screen-based stimuli, which do not capture the complexity of real-world interactions. Here, we used neuroadaptive Bayesian Optimization (NBO) to search a large 'space' of different naturalistic social experiences that systematically varied in their visual (gaze direct to averted) and auditory properties (infant directed speech to nonvocal sounds). We measured oscillatory brain responses (relative theta power) during episodes of naturalistic social experiences in 57 typically developing 6- to 12-month-old infants. Relative theta power was used as input to the NBO algorithm to identify the naturalistic social context that maximally elicited attention in each individual infant. Results showed that individual infants were heterogeneous in the stimulus that elicited maximal theta with no overall stronger attention for direct gaze or infant-directed speech; however, individual differences in attention towards averted gaze were related to interpersonal skills and greater likelihood of preferring speech and direct gaze was observed in infants whose parents showed more positive affect. Our work indicates NBO may be a fruitful method for probing the role of distinct social cues in eliciting attention in naturalistic social contexts at the individual level.
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Affiliation(s)
- Elena Throm
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Henry Wellcome Building, Malet Street, London WC1E 7HX, United Kingdom
| | - Anna Gui
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Henry Wellcome Building, Malet Street, London WC1E 7HX, United Kingdom
| | - Rianne Haartsen
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, TodderLab, Malet Street, London WC1E 7HX, United Kingdom
| | - Pedro F da Costa
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, de Crespigny Road, London SE5 8AB, United Kingdom
| | - Robert Leech
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, de Crespigny Road, London SE5 8AB, United Kingdom
| | - Emily J H Jones
- Centre for Brain and Cognitive Development, Department of Psychological Science, Birkbeck, University of London, Henry Wellcome Building, Malet Street, London WC1E 7HX, United Kingdom.
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20
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Ford A, Ammar Z, Li L, Shultz S. Lateralization of major white matter tracts during infancy is time-varying and tract-specific. Cereb Cortex 2023; 33:10221-10233. [PMID: 37595203 PMCID: PMC10545441 DOI: 10.1093/cercor/bhad277] [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: 03/24/2023] [Revised: 07/08/2023] [Accepted: 07/10/2023] [Indexed: 08/20/2023] Open
Abstract
Lateralization patterns are a major structural feature of brain white matter and have been investigated as a neural architecture that indicates and supports the specialization of cognitive processing and observed behaviors, e.g. language skills. Many neurodevelopmental disorders have been associated with atypical lateralization, reinforcing the need for careful measurement and study of this structural characteristic. Unfortunately, there is little consensus on the direction and magnitude of lateralization in major white matter tracts during the first months and years of life-the period of most rapid postnatal brain growth and cognitive maturation. In addition, no studies have examined white matter lateralization in a longitudinal pediatric sample-preventing confirmation of if and how white matter lateralization changes over time. Using a densely sampled longitudinal data set from neurotypical infants aged 0-6 months, we aim to (i) chart trajectories of white matter lateralization in 9 major tracts and (ii) link variable findings from cross-sectional studies of white matter lateralization in early infancy. We show that patterns of lateralization are time-varying and tract-specific and that differences in lateralization results during this period may reflect the dynamic nature of lateralization through development, which can be missed in cross-sectional studies.
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Affiliation(s)
- Aiden Ford
- Neuroscience Program, Emory University, Atlanta, GA 30322, United States
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, GA 30329, United States
| | - Zeena Ammar
- Neuroscience Program, Emory University, Atlanta, GA 30322, United States
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, GA 30329, United States
| | - Longchuan Li
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, GA 30329, United States
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, United States
| | - Sarah Shultz
- Neuroscience Program, Emory University, Atlanta, GA 30322, United States
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, GA 30329, United States
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, United States
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21
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Jones W, Klaiman C, Richardson S, Aoki C, Smith C, Minjarez M, Bernier R, Pedapati E, Bishop S, Ence W, Wainer A, Moriuchi J, Tay SW, Klin A. Eye-Tracking-Based Measurement of Social Visual Engagement Compared With Expert Clinical Diagnosis of Autism. JAMA 2023; 330:854-865. [PMID: 37668621 PMCID: PMC10481242 DOI: 10.1001/jama.2023.13295] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 06/29/2023] [Indexed: 09/06/2023]
Abstract
Importance In the US, children with signs of autism often experience more than 1 year of delay before diagnosis and often experience longer delays if they are from racially, ethnically, or economically disadvantaged backgrounds. Most diagnoses are also received without use of standardized diagnostic instruments. To aid in early autism diagnosis, eye-tracking measurement of social visual engagement has shown potential as a performance-based biomarker. Objective To evaluate the performance of eye-tracking measurement of social visual engagement (index test) relative to expert clinical diagnosis in young children referred to specialty autism clinics. Design, Setting, and Participants In this study of 16- to 30-month-old children enrolled at 6 US specialty centers from April 2018 through May 2019, staff blind to clinical diagnoses used automated devices to measure eye-tracking-based social visual engagement. Expert clinical diagnoses were made using best practice standardized protocols by specialists blind to index test results. This study was completed in a 1-day protocol for each participant. Main Outcomes and Measures Primary outcome measures were test sensitivity and specificity relative to expert clinical diagnosis. Secondary outcome measures were test correlations with expert clinical assessments of social disability, verbal ability, and nonverbal cognitive ability. Results Eye-tracking measurement of social visual engagement was successful in 475 (95.2%) of the 499 enrolled children (mean [SD] age, 24.1 [4.4] months; 38 [8.0%] were Asian; 37 [7.8%], Black; 352 [74.1%], White; 44 [9.3%], other; and 68 [14.3%], Hispanic). By expert clinical diagnosis, 221 children (46.5%) had autism and 254 (53.5%) did not. In all children, measurement of social visual engagement had sensitivity of 71.0% (95% CI, 64.7% to 76.6%) and specificity of 80.7% (95% CI, 75.4% to 85.1%). In the subgroup of 335 children whose autism diagnosis was certain, sensitivity was 78.0% (95% CI, 70.7% to 83.9%) and specificity was 85.4% (95% CI, 79.5% to 89.8%). Eye-tracking test results correlated with expert clinical assessments of individual levels of social disability (r = -0.75 [95% CI, -0.79 to -0.71]), verbal ability (r = 0.65 [95% CI, 0.59 to 0.70]), and nonverbal cognitive ability (r = 0.65 [95% CI, 0.59 to 0.70]). Conclusions and Relevance In 16- to 30-month-old children referred to specialty clinics, eye-tracking-based measurement of social visual engagement was predictive of autism diagnoses by clinical experts. Further evaluation of this test's role in early diagnosis and assessment of autism in routine specialty clinic practice is warranted. Trial Registration ClinicalTrials.gov Identifier: NCT03469986.
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Affiliation(s)
- Warren Jones
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, Georgia
- Division of Autism & Related Disorders, Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
- Center for Translational Social Neuroscience, Emory University, Atlanta, Georgia
| | - Cheryl Klaiman
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, Georgia
- Division of Autism & Related Disorders, Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
| | - Shana Richardson
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Christa Aoki
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | | | - Mendy Minjarez
- Seattle Children’s Autism Center and Department of Psychiatry, University of Washington, Seattle
| | - Raphael Bernier
- Seattle Children’s Autism Center and Department of Psychiatry, University of Washington, Seattle
| | - Ernest Pedapati
- Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | | | | | | | | | | | - Ami Klin
- Marcus Autism Center, Children’s Healthcare of Atlanta, Atlanta, Georgia
- Division of Autism & Related Disorders, Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia
- Center for Translational Social Neuroscience, Emory University, Atlanta, Georgia
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22
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Cleary DB, Maybery MT, Green C, Whitehouse AJO. The first six months of life: A systematic review of early markers associated with later autism. Neurosci Biobehav Rev 2023; 152:105304. [PMID: 37406749 DOI: 10.1016/j.neubiorev.2023.105304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 06/02/2023] [Accepted: 07/02/2023] [Indexed: 07/07/2023]
Abstract
There is now good evidence that behavioural signs of autism spectrum conditions (autism) emerge over the first two years of life. Identifying clear developmental differences early in life may facilitate earlier identification and intervention that can promote longer-term quality of life. Here we present a systematic review of studies investigating behavioural markers of later autism diagnosis or symptomology taken at 0-6 months. The following databases were searched for articles published between 01/01/2000 and 15/03/2022: Embase, Medline, Scopus, PubMed, PsycINFO, CINAHL, Web of Science and Proquest. Twenty-five studies met inclusion criteria: assessment of behaviour at 0-6 months and later assessment of autism symptomology or diagnosis. Studies examined behaviours of attention, early social and communication behaviours, and motor behaviours, as well as composite measures. Findings indicated some evidence of measures of general attention, attention to social stimuli, and motor behaviours associated with later autism diagnosis or symptomology. Findings were inconsistent regarding social and communication behaviours, with a lack of repeated or validated measures limiting drawing firm conclusions. We discuss implications of the findings and suggest recommendations for future research.
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Affiliation(s)
- Dominique B Cleary
- Telethon Kids Institute, The University of Western Australia, Australia; School of Psychological Science, The University of Western Australia, Australia.
| | - Murray T Maybery
- School of Psychological Science, The University of Western Australia, Australia
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23
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Doi H, Furui A, Ueda R, Shimatani K, Yamamoto M, Sakurai K, Mori C, Tsuji T. Spatiotemporal patterns of spontaneous movement in neonates are significantly linked to risk of autism spectrum disorders at 18 months old. Sci Rep 2023; 13:13869. [PMID: 37620366 PMCID: PMC10449803 DOI: 10.1038/s41598-023-40368-2] [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: 04/13/2023] [Accepted: 08/09/2023] [Indexed: 08/26/2023] Open
Abstract
Infants make spontaneous movements from the prenatal period. Several studies indicate that an atypical pattern of body motion during infancy could be utilized as an early biomarker of autism spectrum disorders (ASD). However, to date, little is known about whether the body motion pattern in neonates is associated with ASD risk. The present study sought to clarify this point by examining, in a longitudinal design, the link between features of spontaneous movement at about two days after birth and ASD risk evaluated using the Modified Checklist for Autism in Toddlers by their caregivers at 18 months old. The body movement features were quantified by a recently developed markerless system of infant body motion analysis. Logistic regression analysis revealed that ASD risk at 18 months old is associated with the pattern of spontaneous movement at the neonatal stage. Further, logistic regression based on body movement features during sleep shows better performance in classifying high- and low-risk infants than during the awake state. These findings raise the possibility that early signs of ASD risk may emerge at a developmental stage far earlier than previously thought.
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Affiliation(s)
- Hirokazu Doi
- Graduate School of Biomedical Sciences, Nagasaki University, 1-12-4 Sakamoto, Nagasaki, Nagasaki, 852-8523, Japan.
- School of Science and Engineering, Kokushikan University, 4-28-1 Setagaya, Setagaya-ku, Tokyo, 154-8515, Japan.
- Department of Information and Management Systems Engineering, Nagaoka University of Technology, 1603-1 Kamitomioka, Nagaoka, Niigata, 940-2188, Japan.
| | - Akira Furui
- Graduate School of Advanced Science and Engineering, Hiroshima University, 1-4-1 Kagamiyama, Higashi-hiroshima, Hiroshima, 739-8527, Japan.
| | - Rena Ueda
- Graduate School of Advanced Science and Engineering, Hiroshima University, 1-4-1 Kagamiyama, Higashi-hiroshima, Hiroshima, 739-8527, Japan
| | - Koji Shimatani
- Faculty of Health and Welfare, Prefectural University of Hiroshima, 1-1, Gakuen-machi, Mihara, Hiroshima, 734-8558, Japan
| | - Midori Yamamoto
- Department of Sustainable Health Science, Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cho, Inage-ku, Chiba, 263-8522, Japan
| | - Kenichi Sakurai
- Department of Nutrition and Metabolic Medicine, Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cho, Inage-ku, Chiba, 263-8522, Japan
| | - Chisato Mori
- Department of Sustainable Health Science, Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cho, Inage-ku, Chiba, 263-8522, Japan
- Department of Bioenvironmental Medicine, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Toshio Tsuji
- Graduate School of Advanced Science and Engineering, Hiroshima University, 1-4-1 Kagamiyama, Higashi-hiroshima, Hiroshima, 739-8527, Japan.
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24
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Washington P, Wall DP. A Review of and Roadmap for Data Science and Machine Learning for the Neuropsychiatric Phenotype of Autism. Annu Rev Biomed Data Sci 2023; 6:211-228. [PMID: 37137169 PMCID: PMC11093217 DOI: 10.1146/annurev-biodatasci-020722-125454] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Autism spectrum disorder (autism) is a neurodevelopmental delay that affects at least 1 in 44 children. Like many neurological disorder phenotypes, the diagnostic features are observable, can be tracked over time, and can be managed or even eliminated through proper therapy and treatments. However, there are major bottlenecks in the diagnostic, therapeutic, and longitudinal tracking pipelines for autism and related neurodevelopmental delays, creating an opportunity for novel data science solutions to augment and transform existing workflows and provide increased access to services for affected families. Several efforts previously conducted by a multitude of research labs have spawned great progress toward improved digital diagnostics and digital therapies for children with autism. We review the literature on digital health methods for autism behavior quantification and beneficial therapies using data science. We describe both case-control studies and classification systems for digital phenotyping. We then discuss digital diagnostics and therapeutics that integrate machine learning models of autism-related behaviors, including the factors that must be addressed for translational use. Finally, we describe ongoing challenges and potential opportunities for the field of autism data science. Given the heterogeneous nature of autism and the complexities of the relevant behaviors, this review contains insights that are relevant to neurological behavior analysis and digital psychiatry more broadly.
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Affiliation(s)
- Peter Washington
- Department of Information and Computer Sciences, University of Hawai'i at Mānoa, Honolulu, Hawai'i, USA
| | - Dennis P Wall
- Departments of Pediatrics (Systems Medicine), Biomedical Data Science, and Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA;
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25
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Ferrara NC, Trask S, Padival M, Rosenkranz JA. Maturation of a cortical-amygdala circuit limits sociability in male rats. Cereb Cortex 2023; 33:8391-8404. [PMID: 37032624 PMCID: PMC10321102 DOI: 10.1093/cercor/bhad124] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 03/16/2023] [Accepted: 03/18/2023] [Indexed: 04/11/2023] Open
Abstract
Prefrontal cortical maturation coincides with adolescent transitions in social engagement, suggesting that it influences social development. The anterior cingulate cortex (ACC) is important for social interaction, including ACC outputs to the basolateral amygdala (BLA). However, little is known about ACC-BLA sensitivity to the social environment and if this changes during maturation. Here, we used brief (2-hour) isolation to test the immediate impact of changing the social environment on the ACC-BLA circuit and subsequent shifts in social behavior of adolescent and adult rats. We found that optogenetic inhibition of the ACC during brief isolation reduced isolation-driven facilitation of social interaction across ages. Isolation increased activity of ACC-BLA neurons across ages, but altered the influence of ACC on BLA activity in an age-dependent manner. Isolation reduced the inhibitory impact of ACC stimulation on BLA neurons in a frequency-dependent manner in adults, but uniformly suppressed ACC-driven BLA activity in adolescents. This work identifies isolation-driven alterations in an ACC-BLA circuit, and the ACC itself as an essential region sensitive to social environment and regulates its impact on social behavior in both adults and adolescents.
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Affiliation(s)
- Nicole C Ferrara
- Department of Foundational Sciences and Humanities, Discipline of Cellular and Molecular Pharmacology, Chicago Medical School, Rosalind Franklin University of Medicine and Science, 3333 Green Bay Road, North Chicago, IL, 60064, United States
- Center for Neurobiology of Stress Resilience and Psychiatric Disorders, Rosalind Franklin University of Medicine and Science, 3333 Green Bay Road, North Chicago, IL, 60064, United States
| | - Sydney Trask
- Department of Psychological Sciences, Purdue University, 703 3rd Street, West Lafayette, IN, 47907, United States
| | - Mallika Padival
- Department of Foundational Sciences and Humanities, Discipline of Cellular and Molecular Pharmacology, Chicago Medical School, Rosalind Franklin University of Medicine and Science, 3333 Green Bay Road, North Chicago, IL, 60064, United States
- Center for Neurobiology of Stress Resilience and Psychiatric Disorders, Rosalind Franklin University of Medicine and Science, 3333 Green Bay Road, North Chicago, IL, 60064, United States
| | - Jeremy Amiel Rosenkranz
- Department of Foundational Sciences and Humanities, Discipline of Cellular and Molecular Pharmacology, Chicago Medical School, Rosalind Franklin University of Medicine and Science, 3333 Green Bay Road, North Chicago, IL, 60064, United States
- Center for Neurobiology of Stress Resilience and Psychiatric Disorders, Rosalind Franklin University of Medicine and Science, 3333 Green Bay Road, North Chicago, IL, 60064, United States
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26
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Wagner L, Banchik M, Okada NJ, McDonald N, Jeste SS, Bookheimer SY, Green SA, Dapretto M. Associations between thalamocortical functional connectivity and sensory over-responsivity in infants at high likelihood for ASD. Cereb Cortex 2023; 33:8075-8086. [PMID: 37005061 PMCID: PMC10267628 DOI: 10.1093/cercor/bhad100] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 04/04/2023] Open
Abstract
Despite growing evidence implicating thalamic functional connectivity atypicalities in autism spectrum disorder (ASD), it remains unclear how such alterations emerge early in human development. Because the thalamus plays a critical role in sensory processing and neocortical organization early in life, its connectivity with other cortical regions could be key for studying the early onset of core ASD symptoms. Here, we investigated emerging thalamocortical functional connectivity in infants at high (HL) and typical (TL) familial likelihood for ASD in early and late infancy. We report significant thalamo-limbic hyperconnectivity in 1.5-month-old HL infants, and thalamo-cortical hypoconnectivity in prefrontal and motor regions in 9-month-old HL infants. Importantly, early sensory over-responsivity (SOR) symptoms in HL infants predicted a direct trade-off in thalamic connectivity whereby stronger thalamic connectivity with primary sensory regions and basal ganglia was inversely related to connectivity with higher order cortices. This trade-off suggests that ASD may be characterized by early differences in thalamic gating. The patterns reported here could directly underlie atypical sensory processing and attention to social vs. nonsocial stimuli observed in ASD. These findings lend support to a theoretical framework of ASD whereby early disruptions in sensorimotor processing and attentional biases early in life may cascade into core ASD symptomatology.
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Affiliation(s)
- Lauren Wagner
- Neuroscience Interdepartmental Program, University of California Los Angeles, Los Angeles, CA 90095, United States
| | - Megan Banchik
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, United States
| | - Nana J Okada
- Department of Psychology, Harvard Medical School, Boston, MA 02138, United States
| | - Nicole McDonald
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, United States
| | - Shafali S Jeste
- Division of Neurology, Children’s Hospital Los Angeles, Los Angeles, CA 90027, United States
| | - Susan Y Bookheimer
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, United States
| | - Shulamite A Green
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, United States
| | - Mirella Dapretto
- Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA 90095, United States
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27
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Su F, Wang Y, Wei M, Wang C, Wang S, Yang L, Li J, Yuan P, Luo DG, Zhang C. Noninvasive Tracking of Every Individual in Unmarked Mouse Groups Using Multi-Camera Fusion and Deep Learning. Neurosci Bull 2023; 39:893-910. [PMID: 36571715 PMCID: PMC10264345 DOI: 10.1007/s12264-022-00988-6] [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: 05/14/2022] [Accepted: 08/29/2022] [Indexed: 12/27/2022] Open
Abstract
Accurate and efficient methods for identifying and tracking each animal in a group are needed to study complex behaviors and social interactions. Traditional tracking methods (e.g., marking each animal with dye or surgically implanting microchips) can be invasive and may have an impact on the social behavior being measured. To overcome these shortcomings, video-based methods for tracking unmarked animals, such as fruit flies and zebrafish, have been developed. However, tracking individual mice in a group remains a challenging problem because of their flexible body and complicated interaction patterns. In this study, we report the development of a multi-object tracker for mice that uses the Faster region-based convolutional neural network (R-CNN) deep learning algorithm with geometric transformations in combination with multi-camera/multi-image fusion technology. The system successfully tracked every individual in groups of unmarked mice and was applied to investigate chasing behavior. The proposed system constitutes a step forward in the noninvasive tracking of individual mice engaged in social behavior.
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Affiliation(s)
- Feng Su
- Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Capital Medical University, Beijing, 100069, China
- Chinese Institute for Brain Research, Beijing, 102206, China
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Nanjing, 210000, China
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
| | - Yangzhen Wang
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Mengping Wei
- Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Capital Medical University, Beijing, 100069, China
| | - Chong Wang
- School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China
| | - Shaoli Wang
- The Key Laboratory of Developmental Genes and Human Disease, Institute of Life Sciences, Southeast University, Nanjing, 210096, Jiangsu, China
| | - Lei Yang
- Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Capital Medical University, Beijing, 100069, China
| | - Jianmin Li
- Institute for Artificial Intelligence, the State Key Laboratory of Intelligence Technology and Systems, Beijing National Research Center for Information Science and Technology, Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China
| | - Peijiang Yuan
- School of Mechanical Engineering and Automation, Beihang University, Beijing, 100191, China.
| | - Dong-Gen Luo
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China.
| | - Chen Zhang
- Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Capital Medical University, Beijing, 100069, China.
- Chinese Institute for Brain Research, Beijing, 102206, China.
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Nanjing, 210000, China.
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28
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Liu Y, Shan L, Liu T, Li J, Chen Y, Sun C, Yang C, Bian X, Niu Y, Zhang C, Xi J, Rao Y. Molecular and cellular mechanisms of the first social relationship: A conserved role of 5-HT from mice to monkeys, upstream of oxytocin. Neuron 2023; 111:1468-1485.e7. [PMID: 36868221 DOI: 10.1016/j.neuron.2023.02.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 10/21/2021] [Accepted: 02/07/2023] [Indexed: 03/05/2023]
Abstract
Maternal affiliation by infants is the first social behavior of mammalian animals. We report here that elimination of the Tph2 gene essential for serotonin synthesis in the brain reduced affiliation in mice, rats, and monkeys. Calcium imaging and c-fos immunostaining showed maternal odors activation of serotonergic neurons in the raphe nuclei (RNs) and oxytocinergic neurons in the paraventricular nucleus (PVN). Genetic elimination of oxytocin (OXT) or its receptor reduced maternal preference. OXT rescued maternal preference in mouse and monkey infants lacking serotonin. Tph2 elimination from RN serotonergic neurons innervating PVN reduced maternal preference. Reduced maternal preference after inhibiting serotonergic neurons was rescued by oxytocinergic neuronal activation. Our genetic studies reveal a role for serotonin in affiliation conserved from mice and rats to monkeys, while electrophysiological, pharmacological, chemogenetic, and optogenetic studies uncover OXT downstream of serotonin. We suggest serotonin as the master regulator upstream of neuropeptides in mammalian social behaviors.
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Affiliation(s)
- Yan Liu
- Chinese Institutes for Medical Research (CIMR) and Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 10069, China.
| | - Liang Shan
- PKU-IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, School of Pharmaceutical Sciences, School of Chemistry and Chemical Engineering, Peking University, Beijing 100871, China; Chinese Institute for Brain Research, Beijing, Zhongguangcun Life Science Park, Beijing, China
| | - Tiane Liu
- PKU-IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, School of Pharmaceutical Sciences, School of Chemistry and Chemical Engineering, Peking University, Beijing 100871, China; Chinese Institute for Brain Research, Beijing, Zhongguangcun Life Science Park, Beijing, China
| | - Juan Li
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Yongchang Chen
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Changhong Sun
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Chaojuan Yang
- Chinese Institutes for Medical Research (CIMR) and Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 10069, China
| | - Xiling Bian
- PKU-IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, School of Pharmaceutical Sciences, School of Chemistry and Chemical Engineering, Peking University, Beijing 100871, China; Chinese Institute for Brain Research, Beijing, Zhongguangcun Life Science Park, Beijing, China
| | - Yuyu Niu
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Chen Zhang
- Chinese Institutes for Medical Research (CIMR) and Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 10069, China
| | - Jianzhong Xi
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Yi Rao
- Chinese Institutes for Medical Research (CIMR) and Department of Neurobiology, School of Basic Medical Sciences, Beijing Key Laboratory of Neural Regeneration and Repair, Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 10069, China; PKU-IDG/McGovern Institute for Brain Research, Peking-Tsinghua Center for Life Sciences, School of Life Sciences, School of Pharmaceutical Sciences, School of Chemistry and Chemical Engineering, Peking University, Beijing 100871, China; Changping Laboratory, Yard 28, Science Park Road, Changping District, Beijing, China; Chinese Institute for Brain Research, Beijing, Zhongguangcun Life Science Park, Beijing, China; Research Unit of Medical Neurobiology, Chinese Academy of Medical Sciences, Beijing, China.
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Ferrara NC, Opendak M. Amygdala circuit transitions supporting developmentally-appropriate social behavior. Neurobiol Learn Mem 2023; 201:107762. [PMID: 37116857 PMCID: PMC10204580 DOI: 10.1016/j.nlm.2023.107762] [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] [Received: 01/26/2023] [Revised: 03/30/2023] [Accepted: 04/22/2023] [Indexed: 04/30/2023]
Abstract
Social behaviors dynamically change throughout the lifespan alongside the maturation of neural circuits. The basolateral region of the amygdala (BLA), in particular, undergoes substantial maturational changes from birth throughout adolescence that are characterized by changes in excitation, inhibition, and dopaminergic modulation. In this review, we detail the trajectory through which BLA circuits mature and are influenced by dopaminergic systems to guide transitions in social behavior in infancy and adolescence using data from rodents. In early life, social behavior is oriented towards approaching the attachment figure, with minimal BLA involvement. Around weaning age, dopaminergic innervation of the BLA introduces avoidance of novel peers into rat pups' behavioral repertoire. In adolescence, social behavior transitions towards peer-peer interactions with a high incidence of social play-related behaviors. This transition coincides with an increasing role of the BLA in the regulation of social behavior. Adolescent BLA maturation can be characterized by an increasing integration and function of local inhibitory GABAergic circuits and their engagement by the medial prefrontal cortex (mPFC). Manipulation of these transitions using viral circuit dissection techniques and early adversity paradigms reveals the sensitivity of this system and its role in producing age-appropriate social behavior.
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Affiliation(s)
- Nicole C Ferrara
- Discipline of Physiology and Biophysics, Department of Foundational Sciences and Humanities, Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA; Center for Neurobiology of Stress Resilience and Psychiatric Disorders, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Maya Opendak
- Kennedy Krieger Institute, Baltimore, MD, USA; Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Johns Hopkins Kavli Neuroscience Discovery Institute, Baltimore, MD, USA.
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30
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Stallworthy IC, Berry D, Davis S, Wolff JJ, Burrows CA, Swanson MR, Grzadzinski RL, Botteron K, Dager SR, Estes AM, Schultz RT, Piven J, Elison JT, Pruett JR, Marrus N, The IBIS Network. Quantifying latent social motivation and its associations with joint attention and language in infants at high and low likelihood for autism spectrum disorder. Dev Sci 2023; 26:e13336. [PMID: 36222317 PMCID: PMC10591497 DOI: 10.1111/desc.13336] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 07/11/2022] [Accepted: 09/09/2022] [Indexed: 01/29/2023]
Abstract
Social motivation-the psychobiological predisposition for social orienting, seeking social contact, and maintaining social interaction-manifests in early infancy and is hypothesized to be foundational for social communication development in typical and atypical populations. However, the lack of infant social-motivation measures has hindered delineation of associations between infant social motivation, other early-arising social abilities such as joint attention, and language outcomes. To investigate how infant social motivation contributes to joint attention and language, this study utilizes a mixed longitudinal sample of 741 infants at high (HL = 515) and low (LL = 226) likelihood for ASD. Using moderated nonlinear factor analysis (MNLFA), we incorporated items from parent-report measures to establish a novel latent factor model of infant social motivation that exhibits measurement invariance by age, sex, and familial ASD likelihood. We then examined developmental associations between 6- and 12-month social motivation, joint attention at 12-15 months, and language at 24 months of age. On average, greater social-motivation growth from 6-12 months was associated with greater initiating joint attention (IJA) and trend-level increases in sophistication of responding to joint attention (RJA). IJA and RJA were both positively associated with 24-month language abilities. There were no additional associations between social motivation and future language in our path model. These findings substantiate a novel, theoretically driven approach to modeling social motivation and suggest a developmental cascade through which social motivation impacts other foundational skills. These findings have implications for the timing and nature of intervention targets to support social communication development in infancy. HIGHLIGHTS: We describe a novel, theoretically based model of infant social motivation wherein multiple parent-reported indicators contribute to a unitary latent social-motivation factor. Analyses revealed social-motivation factor scores exhibited measurement invariance for a longitudinal sample of infants at high and low familial ASD likelihood. Social-motivation growth from ages 6-12 months is associated with better 12-15-month joint attention abilities, which in turn are associated with greater 24-month language skills. Findings inform timing and targets of potential interventions to support healthy social communication in the first year of life.
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Affiliation(s)
| | - Daniel Berry
- Institute of Child Development, University of Minnesota, Minneapolis, Minnesota, USA
| | - Savannah Davis
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St Louis, Missouri, USA
| | - Jason J. Wolff
- Department of Educational Psychology, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Meghan R. Swanson
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Richardson, Texas, USA
| | - Rebecca L. Grzadzinski
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kelly Botteron
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St Louis, Missouri, USA
| | - Stephen R. Dager
- Departments of Radiology and Bioengineering, University of Washington, Seattle, Washington, USA
| | - Annette M. Estes
- Department of Speech and Hearing Sciences, University of Washington, Seattle, Washington, USA
| | - Robert T. Schultz
- Department of Pediatrics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Joseph Piven
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jed T. Elison
- Institute of Child Development, University of Minnesota, Minneapolis, Minnesota, USA
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | - John R. Pruett
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St Louis, Missouri, USA
| | - Natasha Marrus
- Department of Psychiatry, Washington University School of Medicine in St. Louis, St Louis, Missouri, USA
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31
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Gui A, Perelli D, Rizzo G, Ferruzza E, Mercuriali E. Children's total blindness as a risk factor for early parent-child relationships: preliminary findings from an Italian sample. Front Psychol 2023; 14:1175675. [PMID: 37179868 PMCID: PMC10172482 DOI: 10.3389/fpsyg.2023.1175675] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 03/31/2023] [Indexed: 05/15/2023] Open
Abstract
Background Vision provides crucial information for parent-child attunement that scaffolds social development from the first months of life. Congenital blindness might affect both parental wellbeing and children's behavior during parent-child interaction. In this study, we compared families of young children with total versus partial blindness to understand the link between residual vision, parenting stress and perceived social support, and children's behavior during parent-child interaction. Methods Participants were 42 white parents (21 fathers and 21 mothers) and their congenitally blind children (14 females, mean age = 14.81 months, SD = 10.46) with no co-occurring disability, recruited at the Robert Hollman Foundation rehabilitation centers in Italy. Parents' scores on the Parenting Stress Index and Multidimensional Scale of Perceived Social Support questionnaires, as well as children's behaviors signaling joint engagement during video-recorded episodes of parent-child interaction, were compared between the Total Blindness (TB, n = 12 children with no light perception or light perception in the dark but no quantifiable visual acuity) and Partial Blindness (PB, n = 9 children with a residual visual acuity below 3/60) groups. Results We found that parents of TB children had higher parenting stress and lower perceived social support scores than parents of PB children. In fathers, total stress and stress linked to perceiving the child as difficult negatively correlated with perceived support from friends. There was no difference in the time TB and PB children spent displaying joint engagement behaviors during parent-child interaction. However, TB children directed their gaze and face less often toward their parents than PB children. We observed a trend of association between this behavior and maternal stress. Conclusion These preliminary results suggest that the complete absence of vision from birth has adverse effects on stress linked to parenting and parental perceived social support. These findings support the importance of early family-centered interventions that extend to the parents' communities and facilitate the parent-child dyad's communication through non-visual behaviors. Replication is warranted in larger and more diverse samples.
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Affiliation(s)
- Anna Gui
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom
| | | | | | - Emilia Ferruzza
- Department of Development and Socialization, University of Padova, Padova, Italy
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Dong M, Telesca D, Sugar C, Shic F, Naples A, Johnson SP, Li B, Atyabi A, Xie M, Webb SJ, Jeste S, Faja S, Levin AR, Dawson G, McPartland JC, Şentürk D, Autism Biomarkers Consortium for Clinical Trials. A functional model for studying common trends across trial time in eye tracking experiments. STATISTICS IN BIOSCIENCES 2023; 15:261-287. [PMID: 37077750 PMCID: PMC10112660 DOI: 10.1007/s12561-022-09354-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 05/08/2022] [Accepted: 07/25/2022] [Indexed: 10/14/2022]
Abstract
Eye tracking (ET) experiments commonly record the continuous trajectory of a subject's gaze on a two-dimensional screen throughout repeated presentations of stimuli (referred to as trials). Even though the continuous path of gaze is recorded during each trial, commonly derived outcomes for analysis collapse the data into simple summaries, such as looking times in regions of interest, latency to looking at stimuli, number of stimuli viewed, number of fixations or fixation length. In order to retain information in trial time, we utilize functional data analysis (FDA) for the first time in literature in the analysis of ET data. More specifically, novel functional outcomes for ET data, referred to as viewing profiles, are introduced that capture the common gazing trends across trial time which are lost in traditional data summaries. Mean and variation of the proposed functional outcomes across subjects are then modeled using functional principal components analysis. Applications to data from a visual exploration paradigm conducted by the Autism Biomarkers Consortium for Clinical Trials showcase the novel insights gained from the proposed FDA approach, including significant group differences between children diagnosed with autism and their typically developing peers in their consistency of looking at faces early on in trial time.
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Affiliation(s)
- Mingfei Dong
- Department of Biostatistics, University of California, Los Angeles, CA, USA
| | - Donatello Telesca
- Department of Biostatistics, University of California, Los Angeles, CA, USA
| | - Catherine Sugar
- Department of Biostatistics, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Frederick Shic
- Center for Child Health, Behavior and Development, Seattle Children’s Research Institute, Seattle, WA, USA
- Department of Pediatrics, School of Medicine, University of Washington,Seattle, WA, USA
| | - Adam Naples
- Child Study Center, School of Medicine, Yale University, CT,USA
| | - Scott P. Johnson
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Beibin Li
- Center for Child Health, Behavior and Development, Seattle Children’s Research Institute, Seattle, WA, USA
- Department of Computer Science and Engineering, University of Washington, Seattle WA, USA
| | - Adham Atyabi
- Center for Child Health, Behavior and Development, Seattle Children’s Research Institute, Seattle, WA, USA
- Department of Computer Science, University of Colorado, Colorado Springs, CO, USA
| | - Minhang Xie
- Center for Child Health, Behavior and Development, Seattle Children’s Research Institute, Seattle, WA, USA
| | - Sara J. Webb
- Center for Child Health, Behavior and Development, Seattle Children’s Research Institute, Seattle, WA, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA USA
| | - Shafali Jeste
- Children’s Hospital Los Angeles, Keck School of Medicine, University of South California, Los Angeles, CA, USA
| | - Susan Faja
- Laboratory of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - April R. Levin
- Department of Neurology, Boston Children’s Hospital and Harvard Medical School, MA, USA
| | - Geraldine Dawson
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | | | - Damla Şentürk
- Department of Biostatistics, University of California, Los Angeles, CA, USA
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Ford A, Kovacs-Balint ZA, Wang A, Feczko E, Earl E, Miranda-Domínguez Ó, Li L, Styner M, Fair D, Jones W, Bachevalier J, Sánchez MM. Functional maturation in visual pathways predicts attention to the eyes in infant rhesus macaques: Effects of social status. Dev Cogn Neurosci 2023; 60:101213. [PMID: 36774827 PMCID: PMC9925610 DOI: 10.1016/j.dcn.2023.101213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 01/31/2023] [Accepted: 02/06/2023] [Indexed: 02/10/2023] Open
Abstract
Differences in looking at the eyes of others are one of the earliest behavioral markers for social difficulties in neurodevelopmental disabilities, including autism. However, it is unknown how early visuo-social experiences relate to the maturation of infant brain networks that process visual social stimuli. We investigated functional connectivity (FC) within the ventral visual object pathway as a contributing neural system. Densely sampled, longitudinal eye-tracking and resting state fMRI (rs-fMRI) data were collected from infant rhesus macaques, an important model of human social development, from birth through 6 months of age. Mean trajectories were fit for both datasets and individual trajectories from subjects with both eye-tracking and rs-fMRI data were used to test for brain-behavior relationships. Exploratory findings showed infants with greater increases in FC between left V1 to V3 visual areas have an earlier increase in eye-looking before 2 months. This relationship was moderated by social status such that infants with low social status had a stronger association between left V1 to V3 connectivity and eye-looking than high status infants. Results indicated that maturation of the visual object pathway may provide an important neural substrate supporting adaptive transitions in social visual attention during infancy.
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Affiliation(s)
- Aiden Ford
- Neuroscience Program, Emory University, Atlanta, GA, USA; Marcus Autism Center, USA.
| | | | - Arick Wang
- Emory Natl. Primate Res. Ctr., Emory Univ., Atlanta, GA, USA; Dept of Psychology, Emory University, Atlanta, GA, USA
| | - Eric Feczko
- Dept. of Pediatrics, University of Minnesota, Minneapolis, MN, USA; Masonic Institute of the Developing Brain, University of Minnesota, Minneapolis, MN, USA
| | - Eric Earl
- Data Science and Sharing Team, National Institute of Mental Health, NIH, DHHS, Bethesda, MD, USA
| | - Óscar Miranda-Domínguez
- Dept. of Pediatrics, University of Minnesota, Minneapolis, MN, USA; Masonic Institute of the Developing Brain, University of Minnesota, Minneapolis, MN, USA
| | - Longchuan Li
- Marcus Autism Center, USA; Children's Healthcare of Atlanta, GA, USA; Dept. of Pediatrics, Emory University, Sch. of Med., Atlanta, GA, USA
| | - Martin Styner
- Dept. of Psychiatry, Univ. of North Carolina, Chapel Hill, NC, USA
| | - Damien Fair
- Dept. of Pediatrics, University of Minnesota, Minneapolis, MN, USA; Masonic Institute of the Developing Brain, University of Minnesota, Minneapolis, MN, USA; Institute of Child Development, University of Minnesota, Minneapolis, MN, USA; Center for Magnetic Resonance Research and Department of Radiology, University of Minnesota, Minneapolis, MN, USA
| | - Warren Jones
- Marcus Autism Center, USA; Children's Healthcare of Atlanta, GA, USA; Dept. of Pediatrics, Emory University, Sch. of Med., Atlanta, GA, USA
| | - Jocelyne Bachevalier
- Emory Natl. Primate Res. Ctr., Emory Univ., Atlanta, GA, USA; Dept of Psychology, Emory University, Atlanta, GA, USA
| | - Mar M Sánchez
- Emory Natl. Primate Res. Ctr., Emory Univ., Atlanta, GA, USA; Dept. Psychiatry & Behavioral Sciences, Emory Univ., Sch. of Med., Atlanta, GA, USA
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34
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Reynolds M, Culican SM. Visual Autism. CHILDREN (BASEL, SWITZERLAND) 2023; 10:children10040606. [PMID: 37189855 DOI: 10.3390/children10040606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 03/08/2023] [Accepted: 03/10/2023] [Indexed: 05/17/2023]
Abstract
Autism spectrum disorder (ASD) is a lifelong neurodevelopmental disorder characterized by deficits in social communication and restricted, repetitive behaviors. It affects approximately 2.2% of children. Both genetic and environmental risk factors have been identified for ASD. Visual comorbidities are relatively common among children with ASD. Between 20 and 44% of ASD children have visually significant refractive error, on-third have strabismus, and one-fifth have amblyopia. In addition, ASD is 30 times more common in children with congenital blindness. It is unknown whether the association of ASD with visual morbidity is causal, comorbid, or contributing. Structural and functional abnormalities have been identified in MRIs of ASD children, and ASD children have been noted to have aberrant eye tracking. ASD children with visually significant refractive errors and poor spectacle compliance (present in 30% of ASD children) offer the opportunity for investigation into how improved visual acuity influences ASD behaviors. In this review, we focus on what is known of the visual system, refractive surgery, and ASD.
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Affiliation(s)
- Margaret Reynolds
- Department of Ophthalmology and Visual Sciences, Washington University Saint Louis, 660 S. Euclid Ave, St. Louis, MO 63110, USA
| | - Susan M Culican
- Department of Ophthalmology and Visual Neurosciences, University of Minnesota, Minneapolis, MN 55455, USA
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Mendez AI, Tokish H, McQueen E, Chawla S, Klin A, Maitre NL, Klaiman C. A Comparison of the Clinical Presentation of Preterm Birth and Autism Spectrum Disorder: Commonalities and Distinctions in Children Under 3. Clin Perinatol 2023; 50:81-101. [PMID: 36868715 PMCID: PMC10842306 DOI: 10.1016/j.clp.2022.11.001] [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] [Indexed: 03/05/2023]
Abstract
Premature infants and infants later diagnosed with autism spectrum disorder (ASD) share many commonalities in clinical presentations. However, prematurity and ASD also have differences in clinical presentation. These overlapping phenotypes can lead to misdiagnoses of ASD or missing a diagnosis of ASD in preterm infants. We document these commonalities and differences in various developmental domains with the hope of aiding in the accurate early detection of ASD and timely intervention implementation in children born premature. Given the degree of similarities in presentation, evidence-based interventions designed specifically for preterm toddlers or toddlers with ASD may ultimately aid both populations.
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Affiliation(s)
- Adriana I Mendez
- Department of Psychology, Emory University, 36 Eagle Row, Atlanta, GA 30322, USA; Marcus Autism Center, 1920 Briarcliff Road, Atlanta, GA 30329, USA; Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA; Children's Healthcare of Atlanta, 1405 Clifton Road Northeast, Atlanta, GA 30322, USA
| | - Hannah Tokish
- Marcus Autism Center, 1920 Briarcliff Road, Atlanta, GA 30329, USA; Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA; Children's Healthcare of Atlanta, 1405 Clifton Road Northeast, Atlanta, GA 30322, USA
| | - Emma McQueen
- Marcus Autism Center, 1920 Briarcliff Road, Atlanta, GA 30329, USA; Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA; Children's Healthcare of Atlanta, 1405 Clifton Road Northeast, Atlanta, GA 30322, USA
| | - Shivaang Chawla
- Marcus Autism Center, 1920 Briarcliff Road, Atlanta, GA 30329, USA; Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA; Children's Healthcare of Atlanta, 1405 Clifton Road Northeast, Atlanta, GA 30322, USA
| | - Ami Klin
- Marcus Autism Center, 1920 Briarcliff Road, Atlanta, GA 30329, USA; Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA; Children's Healthcare of Atlanta, 1405 Clifton Road Northeast, Atlanta, GA 30322, USA
| | - Nathalie L Maitre
- Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA; Children's Healthcare of Atlanta, 1405 Clifton Road Northeast, Atlanta, GA 30322, USA
| | - Cheryl Klaiman
- Marcus Autism Center, 1920 Briarcliff Road, Atlanta, GA 30329, USA; Department of Pediatrics, Emory University School of Medicine, 2015 Uppergate Drive, Atlanta, GA 30322, USA; Children's Healthcare of Atlanta, 1405 Clifton Road Northeast, Atlanta, GA 30322, USA.
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Klin A. Translating advances in developmental social neuroscience into greater access to early diagnosis in autism spectrum disorder. Medicina (B Aires) 2023; 83 Suppl 2:32-36. [PMID: 36820480 PMCID: PMC10842589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
Early identification and diagnosis of autism spectrum disorder (ASD) is necessary to promote access to early treatment, a critical factor in optimizing children's lifetime outcomes. And yet, diagnosis is often late, delaying interventions to a time in which symptoms have aggravated and communication skills already show impairing differences. This review illustrates progress in developmental social neuroscience that shows promise in generating novel tools for objective and cost-effective early diagnosis of ASD. We focus on research of social visual engagement, which is the way infants and toddlers look at and learn from their social environment. Moment-by-moment quantification of social visual engagement is yielding measures that are beginning to approximate best-practice procedures used by experienced clinicians in the assessment of young children. This progress and potential solutions have public health import ance because experienced clinicians are limited in number, and specialized clinical assessment services tend to be lengthy, costly, and plagued by extended wait time, all of which contributing to limited access, particularly in the case of low-resource families. The research reviewed here illustrates a wider effort to advance biomarker-based measurements intended to develop better and more efficient tools and procedures for screening, diagnosing and monitoring treatment response in children with ASD. The advent of such tools could increase access to early diagnostic services and promote efficiencies in early treatment delivery, with the ultimate goal of ensuring that children with ASD are afforded the services they need to thrive.
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Affiliation(s)
- Ami Klin
- Marcus Autism Center, Children's Healthcare of Atlanta, Atlanta, Georgia 30329-4010, USA
- Division of Autism & Related Disorders, Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia 30329-4010, USA
- Center for Translational Social Neuroscience, Emory University, 954 Gatewood Road, Atlanta, Georgia 30329-4252, USA. E-mail:
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Delgado CF, Simpson EA, Zeng G, Delgado RE, Miron O. Newborn Auditory Brainstem Responses in Children with Developmental Disabilities. J Autism Dev Disord 2023; 53:776-788. [PMID: 34181140 PMCID: PMC9549590 DOI: 10.1007/s10803-021-05126-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2021] [Indexed: 12/30/2022]
Abstract
We integrated data from a newborn hearing screening database and a preschool disability database to examine the relationship between newborn click evoked auditory brainstem responses (ABRs) and developmental disabilities. This sample included children with developmental delay (n = 2992), speech impairment (SI, n = 905), language impairment (n = 566), autism spectrum disorder (ASD, n = 370), and comparison children (n = 128,181). We compared the phase of the ABR waveform, a measure of sound processing latency, across groups. Children with SI and children with ASD had greater newborn ABR phase values than both the comparison group and the developmental delay group. Newborns later diagnosed with SI or ASD have slower neurological responses to auditory stimuli, suggesting sensory differences at birth.
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Affiliation(s)
- Christine F Delgado
- Department of Psychology, University of Miami, PO Box 248185, Coral Gables, FL, 33124-0721, USA.
| | - Elizabeth A Simpson
- Department of Psychology, University of Miami, PO Box 248185, Coral Gables, FL, 33124-0721, USA
| | - Guangyu Zeng
- Department of Psychology, University of Miami, PO Box 248185, Coral Gables, FL, 33124-0721, USA
| | - Rafael E Delgado
- Biomedical Engineering, University of Miami, Coral Gables, FL, USA
- Intelligent Hearing Systems Corp., Miami, FL, USA
| | - Oren Miron
- Department of Health Systems Management, Ben-Gurion University of the Negev, Beer Sheva, Israel
- Department of Biomedical-Informatics, Harvard Medical School, Boston, MA, 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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Ma B, Shan X, Yu J, Zhu T, Li R, Lv H, Cheng H, Zhang T, Wang L, Wei F, Meng B, Yuan X, Mei B, Zhang XY, Li WG, Li F. Social deficits via dysregulated Rac1-dependent excitability control of prefrontal cortical neurons and increased GABA/glutamate ratios. Cell Rep 2022; 41:111722. [PMID: 36450249 DOI: 10.1016/j.celrep.2022.111722] [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: 03/04/2022] [Revised: 04/26/2022] [Accepted: 11/02/2022] [Indexed: 12/03/2022] Open
Abstract
Identifying symptom-specific convergent mechanisms for neurodevelopmental disorders is a promising strategy in advancing therapies. Here, we show that bidirectional dysregulation of Rac1 activity in the medial prefrontal cortex (mPFC) dictates shared social deficits in mice. Selective upregulation or downregulation of Rac1 activity in glutamatergic or fast-spiking GABAergic neurons results in excessive or inadequate control of excitability combined with a decrease in glutamate or an increase in GABA concentrations and an increase in the GABA/glutamate ratio, which is responsible for social deficits. Notably, the autism model of Shank3B knockout mice exhibits aberrantly enhanced Rac1 activity, reduced glutamate concentrations, and pyramidal neuron excitability in mPFC accompanied with social deficits, which were corrected by either excitatory-neuron-specific downregulation of Rac1 activity or upregulation of neuronal excitability. Thus, this work shows a convergence between genetic autism risk factors, dysregulation of Rac1 signaling, and excitation-inhibition imbalance, enabling mechanism-based stratification of patients with social deficits.
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Affiliation(s)
- Bingke Ma
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Life Sciences, East China Normal University, Shanghai 200062, China; Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Xingyue Shan
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Life Sciences, East China Normal University, Shanghai 200062, China; Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Juehua Yu
- Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China; Center for Experimental Studies and Research, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, China
| | - Tailin Zhu
- Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Ren Li
- Institute of Science and Technology for Brain-Inspired Intelligence, Ministry of Education - Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education Frontiers Center for Brain Science, Fudan University, Shanghai 200433, China
| | - Hui Lv
- Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Haidi Cheng
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Life Sciences, East China Normal University, Shanghai 200062, China; Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Tiantian Zhang
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Life Sciences, East China Normal University, Shanghai 200062, China; Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Lihua Wang
- Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Feiyang Wei
- Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China
| | - Bo Meng
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Life Sciences, East China Normal University, Shanghai 200062, China
| | - Xiaobing Yuan
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Life Sciences, East China Normal University, Shanghai 200062, China
| | - Bing Mei
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), School of Life Sciences, East China Normal University, Shanghai 200062, China.
| | - Xiao-Yong Zhang
- Institute of Science and Technology for Brain-Inspired Intelligence, Ministry of Education - Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education Frontiers Center for Brain Science, Fudan University, Shanghai 200433, China.
| | - Wei-Guang Li
- Department of Rehabilitation Medicine, Huashan Hospital, Institute for Translational Brain Research, State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Fudan University, Shanghai 200032, China.
| | - Fei Li
- Developmental and Behavioral Pediatric Department, Brain and Behavioral Research Unit of Shanghai Institute for Pediatric Research and Ministry of Education - Shanghai Key Laboratory for Children's Environmental Health, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China; Developmental and Behavioral Pediatric Department, Shanghai Xinhua Children's Hospital, Shanghai 200092, China.
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40
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Abstract
Infant-directed singing is a culturally universal musical phenomenon known to promote the bonding of infants and caregivers. Entrainment is a widely observed physical phenomenon by which diverse physical systems adjust rhythmic activity through interaction. Here we show that the simple act of infant-directed singing entrains infant social visual behavior on subsecond timescales, increasing infants' looking to the eyes of a singing caregiver: as early as 2 months of age, and doubling in strength by 6 months, infants synchronize their eye-looking to the rhythm of infant-directed singing. Rhythmic entrainment also structures caregivers' own cueing, enhancing their visual display of social-communicative content: caregivers increase wide-eyed positive affect, reduce neutral facial affect, reduce eye motion, and reduce blinking, all in time with the rhythm of their singing and aligned in time with moments when infants increase their eye-looking. In addition, if the rhythm of infant-directed singing is experimentally disrupted-reducing its predictability-then infants' time-locked eye-looking is also disrupted. These results reveal generic processes of entrainment as a fundamental coupling mechanism by which the rhythm of infant-directed singing attunes infants to precisely timed social-communicative content and supports social learning and development.
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41
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Zeng G, Maylott SE, Leung TS, Messinger DS, Wang J, Simpson EA. Infant temperamental fear, pupil dilation, and gaze aversion from smiling strangers. Dev Psychobiol 2022; 64:e22324. [PMID: 36282740 DOI: 10.1002/dev.22324] [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: 10/05/2021] [Revised: 07/06/2022] [Accepted: 08/17/2022] [Indexed: 01/27/2023]
Abstract
In childhood, higher levels of temperamental fear-an early-emerging proclivity to distress in the face of novelty-are associated with lower social responsivity and greater social anxiety. While the early emergence of temperamental fear in infancy is poorly understood, it is theorized to be driven by individual differences in reactivity and self-regulation to novel stimuli. The current study used eye tracking to capture infants' (N = 124) reactions to a video of a smiling stranger-a common social encounter-including infant gaze aversions from the stranger's face (indexing arousal regulation) and pupil dilation (indexing physiological reactivity), longitudinally at 2, 4, 6, and 8 months of age. Multilevel mixed-effects models indicated that more fearful infants took more time to look away from a smiling stranger's face than less fearful infants, suggesting that high-fear infants may have slower arousal regulation. At 2 and 4 months, more fearful infants also exhibited greater and faster pupil dilation before gaze aversions, consistent with greater physiological reactivity. Together, these findings suggest that individual differences in infants' gaze aversions and pupil dilation can index the development of fearful temperament in early infancy, facilitating the identification of, and interventions for, risk factors to social disruptions.
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Affiliation(s)
- Guangyu Zeng
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
| | - Sarah E Maylott
- Department of Psychology, University of Miami, Coral Gables, Florida, USA.,Department of Psychology, University of Utah, Salt Lake City, Utah, USA.,Department of Psychiatry & Behavioral Sciences, Duke University, Durham, North Carolina, USA
| | - Tiffany S Leung
- Department of Psychology, University of Miami, Coral Gables, Florida, USA
| | - Daniel S Messinger
- Department of Psychology, University of Miami, Coral Gables, Florida, USA.,Departments of Pediatrics, Music Engineering, Electrical and Computer Engineering, University of Miami, Coral Gables, Florida, USA
| | - Jue Wang
- Department of Psychology, University of Science and Technology of China, Hefei, China
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42
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Abstract
The current epistemology of autism as a phenotype derives from the consistency of historical accounts and decades of work within the tradition of descriptive epidemiology, culminating in current categorical descriptions within DSM and ICD nosologies and the concept of "prototypical autism." The demonstrated high heritability of this phenotype has led to an essentialist theory of autism as a biological entity and the concerted search within the developmental brain and genetic science for discrete biological markers. This search has not revealed simple markers explaining autistic outcomes and has led to moves towards a more dimensional account. This article proposes an alternative transactional approach. It proposes to understand autistic states as an emergent property within a complex developmental system; as the neurodivergent brain, and mind and body, encounter their social and physical environment within early development. Key evidence in support of this approach comes from random allocation intervention trials based on such transactional development theory, both in the infancy pre-diagnostic prodrome and the early post-diagnostic period. In replicated evidence, these intervention trials show that a targeted alteration in the quality of social transactional environment available for the child leads to significant, predictable, and sustained alterations in the outcome dimensional autistic phenotype over time; and further, in one prodromal trial, to a significant reduction in later categorical classification status. The inference from this evidence is that the prototypical autistic phenotype is to a degree malleable with a changed experienced social environment and that it is emergent from its constituent traits. Such a transactional approach enlarges our notion of the phenotype and brings the study of autism within mainstream individual difference developmental science. It challenges essentialist views, for instance as to intrinsic autistic "social avoidance" or theory of mind empathy deficits, integrates dimensional and categorical perspectives, and is consistent with the lived experience of autistic people and their advocacy for improved understanding within a social model.
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Affiliation(s)
- Jonathan Green
- Division of Psychology and Mental Health, Faculty of Biology Medicine and Health, Manchester Academic Health Sciences Centre, Royal Manchester Children’s Hospital, University of Manchester, Manchester, United Kingdom
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43
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Yi L, Wang Q, Song C, Han ZR. Hypo‐ or hyperarousal? The mechanisms underlying social information processing in autism. CHILD DEVELOPMENT PERSPECTIVES 2022. [DOI: 10.1111/cdep.12466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Li Yi
- School of Psychological and Cognitive Sciences & Key Laboratory of Behavior and Mental Health Peking University Beijing China
- IDG/McGovern Institute for Brain Research at PKU Peking University Beijing China
| | - Qiandong Wang
- Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology Beijing Normal University Beijing China
- Education Research Center for Children with ASD, Faculty of Education Beijing Normal University Beijing China
| | - Ci Song
- School of Psychological and Cognitive Sciences & Key Laboratory of Behavior and Mental Health Peking University Beijing China
| | - Zhuo Rachel Han
- Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology Beijing Normal University Beijing China
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44
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Melillo R, Leisman G, Machado C, Machado-Ferrer Y, Chinchilla-Acosta M, Kamgang S, Melillo T, Carmeli E. Retained Primitive Reflexes and Potential for Intervention in Autistic Spectrum Disorders. Front Neurol 2022; 13:922322. [PMID: 35873782 PMCID: PMC9301367 DOI: 10.3389/fneur.2022.922322] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 06/06/2022] [Indexed: 11/13/2022] Open
Abstract
We provide evidence to support the contention that many aspects of Autistic Spectrum Disorder (ASD) are related to interregional brain functional disconnectivity associated with maturational delays in the development of brain networks. We think a delay in brain maturation in some networks may result in an increase in cortical maturation and development in other networks, leading to a developmental asynchrony and an unevenness of functional skills and symptoms. The paper supports the close relationship between retained primitive reflexes and cognitive and motor function in general and in ASD in particular provided to indicate that the inhibition of RPRs can effect positive change in ASD.
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Affiliation(s)
- Robert Melillo
- Movement and Cognition Laboratory, Department of Physical Therapy, University of Haifa, Haifa, Israel
| | - Gerry Leisman
- Movement and Cognition Laboratory, Department of Physical Therapy, University of Haifa, Haifa, Israel
- Department of Neurology, University of the Medical Sciences of Havana, Havana, Cuba
| | - Calixto Machado
- Department of Clinical Neurophysiology, Institute for Neurology and Neurosurgery, Havana, Cuba
| | - Yanin Machado-Ferrer
- Department of Clinical Neurophysiology, Institute for Neurology and Neurosurgery, Havana, Cuba
| | | | - Shanine Kamgang
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada
| | - Ty Melillo
- Northeast College of the Health Sciences, Seneca Falls, New York, NY, United States
| | - Eli Carmeli
- Movement and Cognition Laboratory, Department of Physical Therapy, University of Haifa, Haifa, Israel
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45
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Jensen AR, Lane AL, Werner BA, McLees SE, Fletcher TS, Frye RE. Modern Biomarkers for Autism Spectrum Disorder: Future Directions. Mol Diagn Ther 2022; 26:483-495. [PMID: 35759118 PMCID: PMC9411091 DOI: 10.1007/s40291-022-00600-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2022] [Indexed: 11/19/2022]
Abstract
Autism spectrum disorder is an increasingly prevalent neurodevelopmental disorder in the world today, with an estimated 2% of the population being affected in the USA. A major complicating factor in diagnosing, treating, and understanding autism spectrum disorder is that defining the disorder is solely based on the observation of behavior. Thus, recent research has focused on identifying specific biological abnormalities in autism spectrum disorder that can provide clues to diagnosis and treatment. Biomarkers are an objective way to identify and measure biological abnormalities for diagnostic purposes as well as to measure changes resulting from treatment. This current opinion paper discusses the state of research of various biomarkers currently in development for autism spectrum disorder. The types of biomarkers identified include prenatal history, genetics, neurological including neuroimaging, neurophysiologic, and visual attention, metabolic including abnormalities in mitochondrial, folate, trans-methylation, and trans-sulfuration pathways, immune including autoantibodies and cytokine dysregulation, autonomic nervous system, and nutritional. Many of these biomarkers have promising preliminary evidence for prenatal and post-natal pre-symptomatic risk assessment, confirmation of diagnosis, subtyping, and treatment response. However, most biomarkers have not undergone validation studies and most studies do not investigate biomarkers with clinically relevant comparison groups. Although the field of biomarker research in autism spectrum disorder is promising, it appears that it is currently in the early stages of development.
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Affiliation(s)
- Amanda R Jensen
- Section on Neurodevelopmental Disorders, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E Thomas Rd, Phoenix, AZ, 85016, USA
| | - Alison L Lane
- Section on Neurodevelopmental Disorders, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E Thomas Rd, Phoenix, AZ, 85016, USA
| | - Brianna A Werner
- Section on Neurodevelopmental Disorders, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E Thomas Rd, Phoenix, AZ, 85016, USA
| | - Sallie E McLees
- Section on Neurodevelopmental Disorders, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E Thomas Rd, Phoenix, AZ, 85016, USA
| | - Tessa S Fletcher
- Section on Neurodevelopmental Disorders, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E Thomas Rd, Phoenix, AZ, 85016, USA.,Department of Child Health, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, USA
| | - Richard E Frye
- Section on Neurodevelopmental Disorders, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E Thomas Rd, Phoenix, AZ, 85016, USA.
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46
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Cleary DB, Bunney A, Henry L, Renton M, Granich J, Green J, Maybery MT, Whitehouse AJO. A Parent-Mediated Intervention for Newborns at Familial Likelihood of Autism: Initial Feasibility Study in the General Population. ADVANCES IN NEURODEVELOPMENTAL DISORDERS 2022; 6:494-505. [PMID: 35698574 PMCID: PMC9178338 DOI: 10.1007/s41252-022-00262-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/11/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES Developmental theory and previous studies support the potential value of prodromal interventions for infants at elevated likelihood of developing autism. Past research has supported the efficacy of parent-mediated prodromal therapies with infants from as early as 7 months. We outline the rationale for implementing interventions following this model from even earlier in development and report on the feasibility of a novel intervention developed following this model of parent-mediated infant interventions. METHODS We report a feasibility study (n = 13) of a parent-mediated, video-aided intervention, beginning during pregnancy, focussed on parent-infant interactions. The study evaluated the feasibility of this intervention initially with a general population sample. Feasibility was assessed across four domains (acceptability, implementation, practicality and integration) using self-report questionnaire, semi-structured interviews with parents and therapists, attendance and assessment completion. RESULTS Feasibility assessment shows that the intervention was acceptable, with all participants reporting that they had benefited from the program, with perceived positive benefits to their understanding of and communication with their infant, and that they had integrated program teachings into everyday life. The intervention was implemented as planned with 100% attendance for the core sessions. Changes to minimise the number of antenatal sessions was suggested to improve practicality. CONCLUSIONS This study found initial feasibility for this intervention in a general population sample. This suggests parent-mediated video feedback interventions are a promising format to be implemented within the perinatal developmental time period.
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Affiliation(s)
- Dominique B. Cleary
- Telethon Kids Institute, The University of Western Australia, 100 Roberts Road, Subiaco, Western Australia 6008 Australia
- School of Psychological Science, The University of Western Australia, Perth, Australia
| | - Angela Bunney
- Telethon Kids Institute, The University of Western Australia, 100 Roberts Road, Subiaco, Western Australia 6008 Australia
| | - Lindy Henry
- Telethon Kids Institute, The University of Western Australia, 100 Roberts Road, Subiaco, Western Australia 6008 Australia
| | - Michelle Renton
- Telethon Kids Institute, The University of Western Australia, 100 Roberts Road, Subiaco, Western Australia 6008 Australia
| | - Joanna Granich
- Telethon Kids Institute, The University of Western Australia, 100 Roberts Road, Subiaco, Western Australia 6008 Australia
| | - Jonathan Green
- Division of Neuroscience & Experimental Psychology, School of Biological Sciences, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Greater Manchester Mental Health NHS Trust, Manchester, UK
| | - Murray T. Maybery
- School of Psychological Science, The University of Western Australia, Perth, Australia
| | - Andrew J. O. Whitehouse
- Telethon Kids Institute, The University of Western Australia, 100 Roberts Road, Subiaco, Western Australia 6008 Australia
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47
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Taubert J, Wardle SG, Tardiff CT, Koele EA, Kumar S, Messinger A, Ungerleider LG. The cortical and subcortical correlates of face pareidolia in the macaque brain. Soc Cogn Affect Neurosci 2022; 17:965-976. [PMID: 35445247 PMCID: PMC9629476 DOI: 10.1093/scan/nsac031] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 03/27/2022] [Accepted: 04/19/2022] [Indexed: 01/12/2023] Open
Abstract
Face detection is a foundational social skill for primates. This vital function is thought to be supported by specialized neural mechanisms; however, although several face-selective regions have been identified in both humans and nonhuman primates, there is no consensus about which region(s) are involved in face detection. Here, we used naturally occurring errors of face detection (i.e. objects with illusory facial features referred to as examples of 'face pareidolia') to identify regions of the macaque brain implicated in face detection. Using whole-brain functional magnetic resonance imaging to test awake rhesus macaques, we discovered that a subset of face-selective patches in the inferior temporal cortex, on the lower lateral edge of the superior temporal sulcus, and the amygdala respond more to objects with illusory facial features than matched non-face objects. Multivariate analyses of the data revealed differences in the representation of illusory faces across the functionally defined regions of interest. These differences suggest that the cortical and subcortical face-selective regions contribute uniquely to the detection of facial features. We conclude that face detection is supported by a multiplexed system in the primate brain.
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Affiliation(s)
- Jessica Taubert
- Correspondence should be addressed to Jessica Taubert, School of Psychology, The University of Queensland, Building 24A, St Lucia, QLD 4067, Australia. E-mail:
| | - Susan G Wardle
- Laboratory of Brain and Cognition, The National Institute of Mental Health, NIH, Bethesda, MD 20892, USA
| | - Clarissa T Tardiff
- Laboratory of Brain and Cognition, The National Institute of Mental Health, NIH, Bethesda, MD 20892, USA
| | - Elissa A Koele
- Laboratory of Brain and Cognition, The National Institute of Mental Health, NIH, Bethesda, MD 20892, USA
| | - Susheel Kumar
- Laboratory of Brain and Cognition, The National Institute of Mental Health, NIH, Bethesda, MD 20892, USA
| | - Adam Messinger
- Laboratory of Brain and Cognition, The National Institute of Mental Health, NIH, Bethesda, MD 20892, USA
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48
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Rolison M, Lacadie C, Chawarska K, Spann M, Scheinost D. Atypical Intrinsic Hemispheric Interaction Associated with Autism Spectrum Disorder Is Present within the First Year of Life. Cereb Cortex 2022; 32:1212-1222. [PMID: 34424949 PMCID: PMC8924430 DOI: 10.1093/cercor/bhab284] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/19/2021] [Accepted: 07/20/2021] [Indexed: 11/13/2022] Open
Abstract
Autism spectrum disorder (ASD) is characterized by atypical connectivity lateralization of functional networks. However, previous studies have not directly investigated if differences in specialization between ASD and typically developing (TD) peers are present in infancy, leaving the timing of onset of these differences relatively unknown. We studied the hemispheric asymmetries of connectivity in children with ASD and infants later meeting the diagnostic criteria for ASD. Analyses were performed in 733 children with ASD and TD peers and in 71 infants at high risk (HR) or normal risk (NR) for ASD, with data collected at 1 month and 9 months of age. Comparing children with ASD (n = 301) to TDs (n = 432), four regions demonstrated group differences in connectivity: posterior cingulate cortex (PCC), posterior superior temporal gyrus, extrastriate cortex, and anterior prefrontal cortex. At 1 month, none of these regions exhibited group differences between ASD (n = 10), HR-nonASD (n = 15), or NR (n = 18) infants. However, by 9 months, the PCC and extrastriate exhibited atypical connectivity in ASD (n = 11) and HR-nonASD infants (n = 24) compared to NR infants (n = 22). Connectivity did not correlate with symptoms in either sample. Our results demonstrate that differences in network asymmetries associated with ASD risk are observable prior to the age of a reliable clinical diagnosis.
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Affiliation(s)
- Max Rolison
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
- Child Study Center, Yale School of Medicine, New Haven, CT 06519, USA
| | - Cheryl Lacadie
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
| | - Katarzyna Chawarska
- Child Study Center, Yale School of Medicine, New Haven, CT 06519, USA
- Department of Statistics and Data Science, Yale University, New Haven, CT 06510, USA
- Department of Pediatrics, Yale School of Medicine, New Haven, CT 06511, USA
| | - Marisa Spann
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Dustin Scheinost
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06520, USA
- Child Study Center, Yale School of Medicine, New Haven, CT 06519, USA
- Department of Statistics and Data Science, Yale University, New Haven, CT 06510, USA
- Department of Biomedical Engineering, Yale University, New Haven, CT 06511, USA
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49
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Marotta A, Aranda-Martín B, De Cono M, Ballesteros-Duperón MÁ, Casagrande M, Lupiáñez J. Integration of Facial Expression and Gaze Direction in Individuals with a High Level of Autistic Traits. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:2798. [PMID: 35270490 PMCID: PMC8910540 DOI: 10.3390/ijerph19052798] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 02/18/2022] [Accepted: 02/19/2022] [Indexed: 12/10/2022]
Abstract
BACKGROUND We investigated whether individuals with high levels of autistic traits integrate relevant communicative signals, such as facial expression, when decoding eye-gaze direction. METHODS Students with high vs. low scores on the Autism Spectrum Quotient (AQ) performed a task in which they responded to the eye directions of faces, presented on the left or the right side of a screen, portraying different emotional expressions. RESULTS In both groups, the identification of gaze direction was faster when the eyes were directed towards the center of the scene. However, in the low AQ group, this effect was larger for happy faces than for neutral faces or faces showing other emotional expressions, whereas participants from high AQ group were not affected by emotional expressions. CONCLUSIONS These results suggest that individuals with more autistic traits may not integrate multiple communicative signals based on their emotional value.
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Affiliation(s)
- Andrea Marotta
- Department of Experimental Psychology and Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071 Granada, Spain;
| | - Belén Aranda-Martín
- Department of Experimental Psychology and Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071 Granada, Spain;
| | - Marco De Cono
- Department of Psychobiology and Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071 Granada, Spain; (M.D.C.); (M.Á.B.-D.)
| | - María Ángeles Ballesteros-Duperón
- Department of Psychobiology and Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071 Granada, Spain; (M.D.C.); (M.Á.B.-D.)
| | - Maria Casagrande
- Dipartimento di Psicologia Dinamica e Clinica, Sapienza Università di Roma, 00185 Rome, Italy;
| | - Juan Lupiáñez
- Department of Experimental Psychology and Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071 Granada, Spain;
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Stuart N, Whitehouse A, Palermo R, Bothe E, Badcock N. Eye Gaze in Autism Spectrum Disorder: A Review of Neural Evidence for the Eye Avoidance Hypothesis. J Autism Dev Disord 2022; 53:1884-1905. [PMID: 35119604 PMCID: PMC10123036 DOI: 10.1007/s10803-022-05443-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/10/2022] [Indexed: 12/27/2022]
Abstract
Reduced eye contact early in life may play a role in the developmental pathways that culminate in a diagnosis of autism spectrum disorder. However, there are contradictory theories regarding the neural mechanisms involved. According to the amygdala theory of autism, reduced eye contact results from a hypoactive amygdala that fails to flag eyes as salient. However, the eye avoidance hypothesis proposes the opposite-that amygdala hyperactivity causes eye avoidance. This review evaluated studies that measured the relationship between eye gaze and activity in the 'social brain' when viewing facial stimuli. Of the reviewed studies, eight of eleven supported the eye avoidance hypothesis. These results suggest eye avoidance may be used to reduce amygdala-related hyperarousal among people on the autism spectrum.
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Affiliation(s)
- Nicole Stuart
- University of Western Australia, 35 Stirling Highway, Crawley, WA, 6009, Australia.
| | - Andrew Whitehouse
- Telethon Kids Institute, Perth Children's Hospital, 15 Hospital Avenue, Nedlands, WA, 6009, Australia
| | - Romina Palermo
- University of Western Australia, 35 Stirling Highway, Crawley, WA, 6009, Australia
| | - Ellen Bothe
- University of Western Australia, 35 Stirling Highway, Crawley, WA, 6009, Australia
| | - Nicholas Badcock
- University of Western Australia, 35 Stirling Highway, Crawley, WA, 6009, Australia
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