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Cardozo LFM, Schwind MR, Pereira APAD, Dufner-Almeida LG, Haddad LA, Bruck I, Antoniuk SA. Neuropsychological profile in tuberous sclerosis complex: a study of clinical and cognitive variables in a cohort from Brazil. ARQUIVOS DE NEURO-PSIQUIATRIA 2024; 82:1-8. [PMID: 38955213 DOI: 10.1055/s-0044-1787797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
BACKGROUND Tuberous sclerosis complex (TSC) is an autosomal dominant genetic disorder with a wide clinical, cognitive, and behavioral expressivity. OBJECTIVE To assess the neuropsychological profile of individuals clinically diagnosed with TSC and the factors that could significantly impact their cognitive development. METHODS A total of 62 individuals with ages ranging from 3 to 38 years were followed up in a tertiary attention hospital in Southern Brazil, and they were assessed using a standard battery and the Vineland Adaptive Behavior Scales, when intellectual disability was observed. RESULTS History of epilepsy was found in 56 participants (90.3%), and 31 (50%) presented an intellectual disability. Among the other half of TSC individuals without intellectual disability, 8 (12.9%) presented borderline classification, 20 (32.2%) presented average scores, and 3 (4.8%) were above average. In total, 17 participants (27.4%) fulfilled the diagnostic criteria for autism spectrum disorder. The results of the multiple linear regression analysis suggested that seizures, age at diagnosis, visual perception, and general attention significantly impact cognitive performance indexes. CONCLUSION The present study suggests that the occurrence of epileptic seizures and older age at diagnosis contribute to higher impairment in the domains of cognitive development, underlining the importance of early diagnosis and the prevention of epileptic seizures or their rapid control. The development of attentional skills, visual perception, and executive functions must be followed up.
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Affiliation(s)
- Laís Faria Masulk Cardozo
- Universidade Federal do Paraná, Programa de Pós-Graduação em Saúde da Criança e do Adolescente, Curitiba PR, Brazil
| | - Mariana Richartz Schwind
- Universidade Federal do Paraná, Hospital de Clínicas, Centro de Neurologia Pedriátrica, Curitiba PR, Brazil
| | - Ana Paula Almeida de Pereira
- Universidade Federal do Paraná, Programa de Pós-Graduação em Saúde da Criança e do Adolescente, Curitiba PR, Brazil
| | - Luiz Gustavo Dufner-Almeida
- Universidade de São Paulo, Instituto de Biociências, Departamento de Genética e Biologia Evolutiva, Centro de Pesquisa em Genoma Humano e Células-Tronco, São Paulo SP, Brazil
| | - Luciana Amaral Haddad
- Universidade de São Paulo, Instituto de Biociências, Departamento de Genética e Biologia Evolutiva, Centro de Pesquisa em Genoma Humano e Células-Tronco, São Paulo SP, Brazil
| | - Isac Bruck
- Universidade Federal do Paraná, Hospital de Clínicas, Centro de Neurologia Pedriátrica, Curitiba PR, Brazil
| | - Sérgio Antonio Antoniuk
- Universidade Federal do Paraná, Hospital de Clínicas, Centro de Neurologia Pedriátrica, Curitiba PR, Brazil
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Clements CC, Engelstad AM, Wilkinson CL, Hyde C, Hartney M, Simmons A, Tager-Flusberg H, Jeste S, Nelson CA. Resting state EEG in young children with Tuberous Sclerosis Complex. RESEARCH SQUARE 2024:rs.3.rs-4543112. [PMID: 38978564 PMCID: PMC11230505 DOI: 10.21203/rs.3.rs-4543112/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Background Tuberous Sclerosis Complex (TSC) manifests behaviorally with features of autism, epilepsy, and intellectual disability. Resting state electroencephalography (EEG) offers a window into neural oscillatory activity and may serve as an intermediate biomarker between gene expression and behavioral manifestations. Such a biomarker could be useful in clinical trials as an endpoint or predictor of treatment response. However, seizures and antiepileptic medications also affect resting neural oscillatory activity and could undermine the utility of resting state EEG features as biomarkers in neurodevelopmental disorders such as TSC. Methods This paper compares resting state EEG features in a cross-sectional cohort of young children with TSC (n=49, ages 12-37 months) to 49 age- and sex-matched typically developing controls. Within children with TSC, associations were examined between resting state EEG features, seizure severity composite score, and use of GABA agonists. Results Compared to matched typically developing controls, children with TSC showed significantly greater alpha and beta power in permutation cluster analyses iterated across a broad frequency range (2-50Hz). Children with TSC also showed significantly greater aperiodic offset after power spectra were parameterized using SpecParam into aperiodic and periodic components. Within children with TSC, greater seizure severity was significantly related to increased periodic peak beta power. Use of GABA agonists was also independently and significantly associated with increased periodic peak beta power; the interaction between seizure severity and GABA agonist use had no significant effect on peak beta power. Conclusions The elevated peak beta power observed in children with TSC compared to matched typically developing controls may be driven by both seizures and GABA agonist use. It is recommended to collect seizure and mediation data alongside EEG data for clinical trials. These results highlight the challenge of using resting state EEG features as biomarkers in trials with neurodevelopmental disabilities when epilepsy and anti-epileptic medication are common.
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Shan J, Gu Y, Zhang J, Hu X, Wu H, Yuan T, Zhao D. A scoping review of physiological biomarkers in autism. Front Neurosci 2023; 17:1269880. [PMID: 37746140 PMCID: PMC10512710 DOI: 10.3389/fnins.2023.1269880] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 08/23/2023] [Indexed: 09/26/2023] Open
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by pervasive deficits in social interaction, communication impairments, and the presence of restricted and repetitive behaviors. This complex disorder is a significant public health concern due to its escalating incidence and detrimental impact on quality of life. Currently, extensive investigations are underway to identify prospective susceptibility or predictive biomarkers, employing a physiological biomarker-based framework. However, knowledge regarding physiological biomarkers in relation to Autism is sparse. We performed a scoping review to explore putative changes in physiological activities associated with behaviors in individuals with Autism. We identified studies published between January 2000 and June 2023 from online databases, and searched keywords included electroencephalography (EEG), magnetoencephalography (MEG), electrodermal activity markers (EDA), eye-tracking markers. We specifically detected social-related symptoms such as impaired social communication in ASD patients. Our results indicated that the EEG/ERP N170 signal has undergone the most rigorous testing as a potential biomarker, showing promise in identifying subgroups within ASD and displaying potential as an indicator of treatment response. By gathering current data from various physiological biomarkers, we can obtain a comprehensive understanding of the physiological profiles of individuals with ASD, offering potential for subgrouping and targeted intervention strategies.
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Affiliation(s)
- Jiatong Shan
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Arts and Sciences, New York University Shanghai, Shanghai, China
| | - Yunhao Gu
- Graduate School of Education, University of Pennsylvania, Philadelphia, PA, United States
| | - Jie Zhang
- Department of Neurology, Institute of Neurology, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiaoqing Hu
- Department of Psychology, The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
- HKU, Shenzhen Institute of Research and Innovation, Shenzhen, China
| | - Haiyan Wu
- Center for Cognitive and Brain Sciences and Department of Psychology, Macau, China
| | - Tifei Yuan
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Di Zhao
- Shanghai Key Laboratory of Psychotic Disorders, Brain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Neklyudova A, Smirnov K, Rebreikina A, Martynova O, Sysoeva O. Electrophysiological and Behavioral Evidence for Hyper- and Hyposensitivity in Rare Genetic Syndromes Associated with Autism. Genes (Basel) 2022; 13:671. [PMID: 35456477 PMCID: PMC9027402 DOI: 10.3390/genes13040671] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/29/2022] [Accepted: 04/05/2022] [Indexed: 01/27/2023] Open
Abstract
Our study reviewed abnormalities in spontaneous, as well as event-related, brain activity in syndromes with a known genetic underpinning that are associated with autistic symptomatology. Based on behavioral and neurophysiological evidence, we tentatively subdivided the syndromes on primarily hyper-sensitive (Fragile X, Angelman) and hypo-sensitive (Phelan-McDermid, Rett, Tuberous Sclerosis, Neurofibromatosis 1), pointing to the way of segregation of heterogeneous idiopathic ASD, that includes both hyper-sensitive and hypo-sensitive individuals. This segmentation links abnormalities in different genes, such as FMR1, UBE3A, GABRB3, GABRA5, GABRG3, SHANK3, MECP2, TSC1, TSC2, and NF1, that are causative to the above-mentioned syndromes and associated with synaptic transmission and cell growth, as well as with translational and transcriptional regulation and with sensory sensitivity. Excitation/inhibition imbalance related to GABAergic signaling, and the interplay of tonic and phasic inhibition in different brain regions might underlie this relationship. However, more research is needed. As most genetic syndromes are very rare, future investigations in this field will benefit from multi-site collaboration with a common protocol for electrophysiological and event-related potential (EEG/ERP) research that should include an investigation into all modalities and stages of sensory processing, as well as potential biomarkers of GABAergic signaling (such as 40-Hz ASSR).
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Affiliation(s)
- Anastasia Neklyudova
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Science, 117485 Moscow, Russia; (A.N.); (K.S.); (A.R.); (O.M.)
| | - Kirill Smirnov
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Science, 117485 Moscow, Russia; (A.N.); (K.S.); (A.R.); (O.M.)
| | - Anna Rebreikina
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Science, 117485 Moscow, Russia; (A.N.); (K.S.); (A.R.); (O.M.)
- Sirius Center for Cognitive Research, Sirius University of Science and Technology, 354340 Sochi, Russia
| | - Olga Martynova
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Science, 117485 Moscow, Russia; (A.N.); (K.S.); (A.R.); (O.M.)
| | - Olga Sysoeva
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Science, 117485 Moscow, Russia; (A.N.); (K.S.); (A.R.); (O.M.)
- Sirius Center for Cognitive Research, Sirius University of Science and Technology, 354340 Sochi, Russia
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Sato A, Tominaga K, Iwatani Y, Kato Y, Wataya-Kaneda M, Makita K, Nemoto K, Taniike M, Kagitani-Shimono K. Abnormal White Matter Microstructure in the Limbic System Is Associated With Tuberous Sclerosis Complex-Associated Neuropsychiatric Disorders. Front Neurol 2022; 13:782479. [PMID: 35359647 PMCID: PMC8963953 DOI: 10.3389/fneur.2022.782479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 02/18/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectiveTuberous sclerosis complex (TSC) is a genetic disease that arises from TSC1 or TSC2 abnormalities and induces the overactivation of the mammalian/mechanistic target of rapamycin pathways. The neurological symptoms of TSC include epilepsy and tuberous sclerosis complex-associated neuropsychiatric disorders (TAND). Although TAND affects TSC patients' quality of life, the specific region in the brain associated with TAND remains unknown. We examined the association between white matter microstructural abnormalities and TAND, using diffusion tensor imaging (DTI).MethodsA total of 19 subjects with TSC and 24 age-matched control subjects were enrolled. Tract-based spatial statistics (TBSS) were performed to assess group differences in fractional anisotropy (FA) between the TSC and control groups. Atlas-based association analysis was performed to reveal TAND-related white matter in subjects with TSC. Multiple linear regression was performed to evaluate the association between TAND and the DTI parameters; FA and mean diffusivity in seven target regions and projection fibers.ResultsThe TBSS showed significantly reduced FA in the right hemisphere and particularly in the inferior frontal occipital fasciculus (IFOF), inferior longitudinal fasciculus (ILF), superior longitudinal fasciculus (SLF), uncinate fasciculus (UF), and genu of corpus callosum (CC) in the TSC group relative to the control group. In the association analysis, intellectual disability was widely associated with all target regions. In contrast, behavioral problems and autistic features were associated with the limbic system white matter and anterior limb of the internal capsule (ALIC) and CC.ConclusionThe disruption of white matter integrity may induce underconnectivity between cortical and subcortical regions. These findings suggest that TANDs are not the result of an abnormality in a specific brain region, but rather caused by connectivity dysfunction as a network disorder. This study indicates that abnormal white matter connectivity including the limbic system is relevant to TAND. The analysis of brain and behavior relationship is a feasible approach to reveal TAND related white matter and neural networks. TAND should be carefully assessed and treated at an early stage.
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Affiliation(s)
- Akemi Sato
- United Graduate School of Child Development, Osaka University, Osaka, Japan
| | - Koji Tominaga
- United Graduate School of Child Development, Osaka University, Osaka, Japan
- Molecular Research Center for Children's Mental Development, Osaka University Graduate School of Medicine, Osaka, Japan
- Department of Pediatrics, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yoshiko Iwatani
- United Graduate School of Child Development, Osaka University, Osaka, Japan
- Molecular Research Center for Children's Mental Development, Osaka University Graduate School of Medicine, Osaka, Japan
- Department of Pediatrics, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yoko Kato
- Molecular Research Center for Children's Mental Development, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Mari Wataya-Kaneda
- Division of Health Science, Department of Neurocutaneous Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Dermatology, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Kai Makita
- Research Center for Child Mental Development, University of Fukui, Fukui, Japan
| | - Kiyotaka Nemoto
- Division of Clinical Medicine, Department of Psychiatry, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Masako Taniike
- United Graduate School of Child Development, Osaka University, Osaka, Japan
- Molecular Research Center for Children's Mental Development, Osaka University Graduate School of Medicine, Osaka, Japan
- Department of Pediatrics, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kuriko Kagitani-Shimono
- United Graduate School of Child Development, Osaka University, Osaka, Japan
- Molecular Research Center for Children's Mental Development, Osaka University Graduate School of Medicine, Osaka, Japan
- Department of Pediatrics, Osaka University Graduate School of Medicine, Osaka, Japan
- *Correspondence: Kuriko Kagitani-Shimono
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A scoping review on cannabidiol therapy in tuberous sclerosis: Current evidence and perspectives for future development. Epilepsy Behav 2022; 128:108577. [PMID: 35151190 DOI: 10.1016/j.yebeh.2022.108577] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 01/06/2022] [Accepted: 01/14/2022] [Indexed: 12/30/2022]
Abstract
Cannabidiol (CBD) has recently been approved as an add-on therapy by various regulatory agencies for tuberous sclerosis complex (TSC)-associated seizures based on its short-term efficacy and safety in a pivotal randomized controlled trial. However, critical information about which patients with TSC and seizure types respond best to CBD (clinical, electrophysiological, and genetic predictors of responsiveness), when to use CBD in the treatment algorithm, and how CBD can be combined with other antiseizure medications (ASMs) in the form of a rational polypharmacy therapy is still lacking. In general, there is a limited in-depth critical review of CBD for the treatment of TSC to facilitate its optimal use in a clinical context. Here, we utilized a scoping review approach to report the current evidence of efficacy and safety of pharmaceutical-grade CBD in patients with TSC, including relevant mechanism of action and drug-drug interactions with other ASMs. We also discussed emerging information about CBD's long-term efficacy and safety data in patients with TSC. Finally, we discussed some critical unanswered questions in several domains related to effective clinical management of TSC using CBD, including barriers to early and aggressive treatment in infants, difficulty with universal access to CBD, a lack of studies to understand CBD's impact on seizure severity and specific seizure types, insufficient exploration of CBD in TSC-related cognitive and behavioral issues, and the need for more research into CBD's effects on various biomarkers.
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Zagury-Orly I, Kroeck MR, Soussand L, Li Cohen A. Face-Processing Performance is an Independent Predictor of Social Affect as Measured by the Autism Diagnostic Observation Schedule Across Large-Scale Datasets. J Autism Dev Disord 2022; 52:674-688. [PMID: 33743118 PMCID: PMC9747289 DOI: 10.1007/s10803-021-04971-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2021] [Indexed: 02/03/2023]
Abstract
Face-processing deficits, while not required for the diagnosis of autism spectrum disorder (ASD), have been associated with impaired social skills-a core feature of ASD; however, the strength and prevalence of this relationship remains unclear. Across 445 participants from the NIMH Data Archive, we examined the relationship between Benton Face Recognition Test (BFRT) performance and Autism Diagnostic Observation Schedule-Social Affect (ADOS-SA) scores. Lower BFRT scores (worse face-processing performance) were associated with higher ADOS-SA scores (higher ASD severity)-a relationship that held after controlling for other factors associated with face processing, i.e., age, sex, and IQ. These findings underscore the utility of face discrimination, not just recognition of facial emotion, as a key covariate for the severity of symptoms that characterize ASD.
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Affiliation(s)
- Ivry Zagury-Orly
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA,Faculty of Medicine, Université de Montréal, Montreal, QC, CA
| | - Mallory R. Kroeck
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Louis Soussand
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Alexander Li Cohen
- Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA,Computational Radiology Laboratory, Department of Radiology, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA,Center for Brain Circuit Therapeutics, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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8
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Shephard E, McEwen FS, Earnest T, Friedrich N, Mörtl I, Liang H, Woodhouse E, Tye C, Bolton PF. Oscillatory neural network alterations in young people with tuberous sclerosis complex and associations with co-occurring symptoms of autism spectrum disorder and attention-deficit/hyperactivity disorder. Cortex 2021; 146:50-65. [PMID: 34839218 DOI: 10.1016/j.cortex.2021.10.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 08/25/2021] [Accepted: 10/20/2021] [Indexed: 12/20/2022]
Abstract
Tuberous sclerosis complex (TSC) is a genetic disorder caused by mutations on the TSC1/TSC2 genes, which result in alterations in molecular signalling pathways involved in neurogenesis and hamartomas in the brain and other organs. TSC carries a high risk for autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD), although the reasons for this are unclear. One proposal is that TSC-related alterations in molecular signalling during neurogenesis lead to atypical development of neural networks, which are involved in the occurrence of ASD and ADHD in TSC. We investigated this proposal in young people with TSC who have been studied longitudinally since their diagnosis in childhood. Electroencephalography (EEG) was used to examine oscillatory connectivity in functional neural networks and local and global network organisation during three tasks (resting-state, attentional and inhibitory control Go/Nogo task, upright and inverted face processing task) in participants with TSC (n = 48) compared to an age- and sex-matched group of typically developing Controls (n = 20). Compared to Controls, the TSC group showed hypoconnected neural networks in the alpha frequency during the resting-state and in the theta and alpha frequencies during the Go/Nogo task (P ≤ .008), as well as reduced local network organisation in the theta and alpha frequencies during the Go/Nogo task (F = 3.95, P = .010). There were no significant group differences in network metrics during the face processing task. Increased connectivity in the hypoconnected alpha-range resting-state network was associated with greater ASD and inattentive ADHD symptoms (rho≥.40, P ≤ .036). Reduced local network organisation in the theta-range during the Go/Nogo task was significantly associated with higher hyperactive/impulsive ADHD symptoms (rho = -.43, P = .041). These findings suggest that TSC is associated with widespread hypoconnectivity in neural networks and support the proposal that altered network function may be involved in the co-occurrence of ASD and ADHD in TSC.
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Affiliation(s)
- Elizabeth Shephard
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK; Department of Psychiatry, University of São Paulo, Brazil.
| | - Fiona S McEwen
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK; Department of Psychology, Queen Mary University of London, UK
| | - Thomas Earnest
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK
| | - Nina Friedrich
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK
| | - Isabelle Mörtl
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK
| | - Holan Liang
- Population, Policy and Practice Department, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Emma Woodhouse
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK
| | | | - Charlotte Tye
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK; Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK
| | - Patrick F Bolton
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, UK; The Maudsley NIHR Biomedical Research Centre in Mental Health, King's College London and South London and Maudsley NHS Foundation Trust, London, UK
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Scherrer B, Prohl AK, Taquet M, Kapur K, Peters JM, Tomas-Fernandez X, Davis PE, M Bebin E, Krueger DA, Northrup H, Y Wu J, Sahin M, Warfield SK. The Connectivity Fingerprint of the Fusiform Gyrus Captures the Risk of Developing Autism in Infants with Tuberous Sclerosis Complex. Cereb Cortex 2021; 30:2199-2214. [PMID: 31812987 DOI: 10.1093/cercor/bhz233] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Revised: 09/05/2019] [Accepted: 09/12/2019] [Indexed: 12/13/2022] Open
Abstract
Tuberous sclerosis complex (TSC) is a rare genetic disorder characterized by benign tumors throughout the body; it is generally diagnosed early in life and has a high prevalence of autism spectrum disorder (ASD), making it uniquely valuable in studying the early development of autism, before neuropsychiatric symptoms become apparent. One well-documented deficit in ASD is an impairment in face processing. In this work, we assessed whether anatomical connectivity patterns of the fusiform gyrus, a central structure in face processing, capture the risk of developing autism early in life. We longitudinally imaged TSC patients at 1, 2, and 3 years of age with diffusion compartment imaging. We evaluated whether the anatomical connectivity fingerprint of the fusiform gyrus was associated with the risk of developing autism measured by the Autism Observation Scale for Infants (AOSI). Our findings suggest that the fusiform gyrus connectivity captures the risk of developing autism as early as 1 year of age and provides evidence that abnormal fusiform gyrus connectivity increases with age. Moreover, the identified connections that best capture the risk of developing autism involved the fusiform gyrus and limbic and paralimbic regions that were consistent with the ASD phenotype, involving an increased number of left-lateralized structures with increasing age.
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Affiliation(s)
- Benoit Scherrer
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Anna K Prohl
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Maxime Taquet
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Kush Kapur
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Jurriaan M Peters
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Xavier Tomas-Fernandez
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Peter E Davis
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Elizabeth M Bebin
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, 35233 USA
| | - Darcy A Krueger
- Department of Neurology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229 USA
| | - Hope Northrup
- Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, 77030 USA
| | - Joyce Y Wu
- Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095 USA
| | - Mustafa Sahin
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
| | - Simon K Warfield
- Computational Radiology Laboratory, Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115 USA
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Samanta D. An Updated Review of Tuberous Sclerosis Complex-Associated Autism Spectrum Disorder. Pediatr Neurol 2020; 109:4-11. [PMID: 32563542 DOI: 10.1016/j.pediatrneurol.2020.03.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 03/01/2020] [Accepted: 03/03/2020] [Indexed: 01/30/2023]
Abstract
Tuberous sclerosis complex (TSC) is a neurocutaneous disorder caused by mutations of either the TSC1 or TSC2 gene. Various neuropsychiatric features, including autism, are prevalent in TSC. Recently, significant progress has been possible with the prospective calculation of the prevalence of autism in TSC, identification of early clinical and neurophysiological biomarkers to predict autism, and investigation of different therapies to prevent autism in this high-risk population. The author provides a narrative review of recent findings related to biomarkers for diagnosis of autism in TSC, as well as recent studies related to the management of TSC-associated autism. Further sophisticated modeling and analysis are required to understand the role of different models-tuber models, seizures and related neurophysiological factors models, genotype models, and brain connectivity models-to unravel the neurobiological basis of autism in TSC. Early neuropsychologic assessments may be beneficial in this high-risk group. Targeted intervention to improve visual skill, cognition, and fine motor skills with later addition of social skill training can be helpful. Multicenter, prospective studies are ongoing to identify if presymptomatic treatment with vigabatrin in patients with TSC can improve outcomes, including autism. Several studies indicated reasonable safety of everolimus in young children, and its potential application in high-risk infants with TSC, before the closure of the temporal window of permanent changes, maybe undertaken shortly.
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Affiliation(s)
- Debopam Samanta
- Child Neurology Section, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas.
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ERP evidence of semantic processing in children with ASD. Dev Cogn Neurosci 2019; 36:100640. [PMID: 30974225 PMCID: PMC6763343 DOI: 10.1016/j.dcn.2019.100640] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 03/11/2019] [Accepted: 03/21/2019] [Indexed: 12/31/2022] Open
Abstract
25% of children with autism spectrum disorder (ASD) remain minimally verbal (MV), despite intervention. Electroencephalography can reveal neural mechanisms underlying language impairment in ASD, potentially improving our ability to predict language outcomes and target interventions. Verbal (V) and MV children with ASD, along with an age-matched typically developing (TD) group participated in a semantic congruence ERP paradigm, during which pictures were displayed followed by the expected or unexpected word. An N400 effect was evident in all groups, with a shorter latency in the TD group. A late negative component (LNC) also differentiated conditions, with a group by condition by region interaction. Post hoc analyses revealed that the LNC was present across multiple regions in the TD group, in the mid-frontal region in MVASD, and not present in the VASD group. Cluster analysis identified subgroups within the ASD participants. Two subgroups showed markedly atypical patterns of processing, one with reversed but robust differentiation of conditions, and the other with initially reversed followed by typical differentiation. Findings indicate that children with ASD, including those with minimal language, showed EEG evidence of semantic processing, but it was characterized by delayed speed of processing and limited integration with mental representations.
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Garg S, Green J. Studying child development in genetic models of ASD. PROGRESS IN BRAIN RESEARCH 2018; 241:159-192. [DOI: 10.1016/bs.pbr.2018.09.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Krueger DA, Sadhwani A, Byars AW, de Vries PJ, Franz DN, Whittemore VH, Filip-Dhima R, Murray D, Kapur K, Sahin M. Everolimus for treatment of tuberous sclerosis complex-associated neuropsychiatric disorders. Ann Clin Transl Neurol 2017; 4:877-887. [PMID: 29296616 PMCID: PMC5740257 DOI: 10.1002/acn3.494] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Revised: 09/26/2017] [Accepted: 09/28/2017] [Indexed: 11/06/2022] Open
Abstract
Objective To evaluate if short-term treatment with everolimus was safe and could improve neurocognition and behavior in children with TSC. Methods This was a prospective, double-blind randomized, placebo-controlled two-center phase II study. Participants diagnosed with TSC and age 6-21 years were treated with 4.5 mg/m2 per day of oral everolimus (n = 32) or matching placebo (n = 15) taken once daily for 6 months. For efficacy, a comprehensive neurocognitive and behavioral evaluation battery was performed at baseline, 3 months, and 6 months. For safety, adverse events recorded continuously via patient diary were categorized and graded per NCI Common Toxicity Criteria for Adverse Events, version 3.0 (CTCAE 3.0). Analyses were performed on the intention-to-treat population (n = 47). Results Nearly all assessment measures failed to demonstrate significant differences between the two groups at the end of 6 months. Only one measure each of executive function (Cambridge Neuropsychological Test Automated Battery Stockings of Cambridge) favoring placebo (P = 0.025) and social cognition (Social Responsiveness Scale Social Cognition Subscale) favoring everolimus (P = 0.011) was observed. A total of 473 adverse events (AE) were reported. The average number of total AE per subject was similar for both placebo and everolimus. Most were mild or moderate in severity and serious AE were rare. Interpretation While safe, oral everolimus administered once daily for 6 months did not significantly improve neurocognitive functioning or behavior in children with TSC.
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Affiliation(s)
- Darcy A Krueger
- Division of Neurology Department of Pediatrics Cincinnati Children's Hospital Medical Center University of Cincinnati Cincinnati Ohio
| | - Anjali Sadhwani
- Department of Psychiatry Boston Children's Hospital and Harvard Medical School Boston Massachusetts
| | - Anna W Byars
- Division of Neurology Department of Pediatrics Cincinnati Children's Hospital Medical Center University of Cincinnati Cincinnati Ohio
| | - Petrus J de Vries
- Division of Child & Adolescent Psychiatry University of Cape Town Cape Town South Africa
| | - David N Franz
- Division of Neurology Department of Pediatrics Cincinnati Children's Hospital Medical Center University of Cincinnati Cincinnati Ohio
| | - Vicky H Whittemore
- National Institute of Neurological Disorders and Stroke National Institutes of Health Bethesda Maryland
| | - Rajna Filip-Dhima
- Department of Neurology Boston Children's Hospital Harvard Medical School Boston Massachusetts
| | - Donna Murray
- Autism Speaks Boston Massachusetts.,Division of Developmental & Behavioral Pediatrics Department of Pediatrics Cincinnati Children's Hospital Medical Center University of Cincinnati Cincinnati Ohio
| | - Kush Kapur
- Department of Neurology Boston Children's Hospital Harvard Medical School Boston Massachusetts
| | - Mustafa Sahin
- Department of Neurology Boston Children's Hospital Harvard Medical School Boston Massachusetts
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Abstract
Investigators from Harvard University and UCLA have reported that despite evidence of structural abnormalities in the visual pathway of animal models and children with tuberous sclerosis complex (TSC), visual evoked potentials (VEPs) in 12-month old children with TSC compared to an age-matched control group are not significantly altered.
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Affiliation(s)
- Tracy S Gertler
- Division of Neurology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL; Departments of Pediatrics and Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Srishti Nangia
- Division of Neurology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL; Departments of Pediatrics and Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL
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Tye C, Varcin K, Bolton P, Jeste SS. Early developmental pathways to autism spectrum disorder in tuberous sclerosis complex. ADVANCES IN AUTISM 2016. [DOI: 10.1108/aia-01-2016-0004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
– Tuberous sclerosis complex (TSC) is a genetic disorder with a high prevalence of autism spectrum disorder (ASD), yet no single genetic, neurological or neurophysiological risk marker is necessary or sufficient to increase risk for ASD. This paper aims to discuss the utility of adopting a developmental perspective.
Design/methodology/approach
– The increasing number of TSC infants presenting with abnormalities prenatally provides a unique opportunity to study risk pathways to ASD from birth. Here, the authors review findings to date that support the investigation of infants with TSC to further our understanding of typical and atypical development.
Findings
– Evidence has accumulated from studies of infants at familial risk for ASD (“baby siblings”) to suggest that early markers of ASD are present in the first year of life. The early waves of prospective studies of infants with TSC indicate dynamic changes in developmental trajectories to ASD and are likely to provide insight into cascading effects of brain “insult” early in development. Emerging evidence of phenotypic and biological homology between syndromic and idiopathic cases of ASD supports the notion of a convergence of risk factors on a final common pathway in ASD.
Originality/value
– The delineation of brain-based biomarkers of risk, prediction and treatment response in TSC will be critical in aiding the development of targeted intervention and prevention strategies for those infants at high risk of poorer developmental outcomes.
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Varcin KJ, Nelson CA, Ko J, Sahin M, Wu JY, Jeste SS. Visual Evoked Potentials as a Readout of Cortical Function in Infants With Tuberous Sclerosis Complex. J Child Neurol 2016; 31:195-202. [PMID: 26018199 PMCID: PMC5472095 DOI: 10.1177/0883073815587328] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 04/15/2015] [Indexed: 11/17/2022]
Abstract
Tuberous sclerosis complex is an autosomal dominant genetic disorder that confers a high risk for neurodevelopmental disorders, such as autism spectrum disorder and intellectual disability. Studies have demonstrated specific delays in visual reception skills that may predict the development of autism spectrum disorder and intellectual disability. Based on evidence for alterations in the retinogeniculate pathway in animal models of tuberous sclerosis complex, we asked whether children with tuberous sclerosis complex demonstrate alterations in early visual processing that may undermine the development of higher-level visual behaviors. Pattern-reversal visual evoked potentials were recorded in infants with tuberous sclerosis complex (n = 16) and typically developing infants (n = 18) at 12 months of age. Infants with tuberous sclerosis complex demonstrated remarkably intact visual evoked potentials even within the context of intellectual disability and epilepsy. Infants with tuberous sclerosis complex show intact visual cortical processing, suggesting that delays in visually mediated behaviors in tuberous sclerosis complex may not be rooted in early visual processing deficits.
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Affiliation(s)
- Kandice J Varcin
- Division of Developmental Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Charles A Nelson
- Division of Developmental Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA. Graduate School of Education, Harvard University, Boston, MA, USA
| | - Jordan Ko
- Semel Institute of Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Mustafa Sahin
- F.M. Kirby Neurobiology Center, Translational Neuroscience Center, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Joyce Y Wu
- Division of Pediatric Neurology, Mattel Children's Hospital at University of California, Los Angeles, CA, USA
| | - Shafali Spurling Jeste
- Semel Institute of Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
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Tye C, Farroni T, Volein Á, Mercure E, Tucker L, Johnson MH, Bolton PF. Autism diagnosis differentiates neurophysiological responses to faces in adults with tuberous sclerosis complex. J Neurodev Disord 2015; 7:33. [PMID: 26451165 PMCID: PMC4597757 DOI: 10.1186/s11689-015-9129-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Accepted: 09/28/2015] [Indexed: 01/10/2023] Open
Abstract
Background Autism spectrum disorder (ASD) is a common and highly heritable neurodevelopmental disorder that is likely to be the outcome of complex aetiological mechanisms. One strategy to provide insight is to study ASD within tuberous sclerosis complex (TSC), a rare disorder with a high incidence of ASD, but for which the genetic cause is determined. Individuals with ASD consistently demonstrate face processing impairments, but these have not been examined in adults with TSC using event-related potentials (ERPs) that are able to capture distinct temporal stages of processing. Methods For adults with TSC (n = 14), 6 of which had a diagnosis of ASD, and control adults (n = 13) passively viewed upright and inverted human faces with direct or averted gaze, with concurrent EEG recording. Amplitude and latency of the P1 and N170 ERPs were measured. Results Individuals with TSC + ASD exhibited longer N170 latencies to faces compared to typical adults. Typical adults and adults with TSC-only exhibited longer N170 latency to inverted versus upright faces, whereas individuals with TSC + ASD did not show latency differences according to face orientation. In addition, individuals with TSC + ASD showed increased N170 latency to averted compared to direct gaze, which was not demonstrated in typical adults. A reduced lateralization was shown for the TSC + ASD groups on P1 and N170 amplitude. Conclusions The findings suggest that individuals with TSC + ASD may have similar electrophysiological abnormalities to idiopathic ASD and are suggestive of developmental delay. Identifying brain-based markers of ASD that are similar in TSC and idiopathic cases is likely to help elucidate the risk pathways to ASD. Electronic supplementary material The online version of this article (doi:10.1186/s11689-015-9129-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Charlotte Tye
- MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, De Crespigny Park, London, SE5 8AF UK ; Child and Adolescent Psychiatry, Institute of Psychiatry, King's College London, London, UK
| | - Teresa Farroni
- Dipartimento di Psicologia dello Sviluppo e della Socializzazione, Università di Padova, Padova, Italy ; Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK
| | - Ágnes Volein
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK
| | - Evelyne Mercure
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - Leslie Tucker
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK
| | - Mark H Johnson
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK
| | - Patrick F Bolton
- MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, De Crespigny Park, London, SE5 8AF UK ; Child and Adolescent Psychiatry, Institute of Psychiatry, King's College London, London, UK
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Spurling Jeste S, Wu JY, Senturk D, Varcin K, Ko J, McCarthy B, Shimizu C, Dies K, Vogel-Farley V, Sahin M, Nelson CA. Early developmental trajectories associated with ASD in infants with tuberous sclerosis complex. Neurology 2014; 83:160-8. [PMID: 24920850 DOI: 10.1212/wnl.0000000000000568] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE We performed a longitudinal cohort study of infants with tuberous sclerosis complex (TSC), with the overarching goal of defining early clinical, behavioral, and biological markers of autism spectrum disorder (ASD) in this high-risk population. METHODS Infants with TSC and typically developing controls were recruited as early as 3 months of age and followed longitudinally until 36 months of age. Data gathered at each time point included detailed seizure history, developmental testing using the Mullen Scales of Early Learning, and social-communication assessments using the Autism Observation Scale for Infants. At 18 to 36 months, a diagnostic evaluation for ASD was performed using the Autism Diagnostic Observation Schedule. RESULTS Infants with TSC demonstrated delays confined to nonverbal abilities, particularly in the visual domain, which then generalized to more global delays by age 9 months. Twenty-two of 40 infants with TSC were diagnosed with ASD. Both 12-month cognitive ability and developmental trajectories over the second and third years of life differentiated the groups. By 12 months of age, the ASD group demonstrated significantly greater cognitive delays and a significant decline in nonverbal IQ from 12 to 36 months. CONCLUSIONS This prospective study characterizes early developmental markers of ASD in infants with TSC. The early delay in visual reception and fine motor ability in the TSC group as a whole, coupled with the decline in nonverbal ability in infants diagnosed with ASD, suggests a domain-specific pathway to ASD that can inform more targeted interventions for these high-risk infants.
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Affiliation(s)
- Shafali Spurling Jeste
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA.
| | - Joyce Y Wu
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Damla Senturk
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Kandice Varcin
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Jordan Ko
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Brigid McCarthy
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Christina Shimizu
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Kira Dies
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Vanessa Vogel-Farley
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Mustafa Sahin
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Charles A Nelson
- From the Departments of Psychiatry and Neurology (S.S.J.), and Department of Psychiatry (J.K., B.M., C.S.), UCLA Semel Institute of Neuroscience and Human Behavior, Los Angeles, CA; Division of Pediatric Neurology (J.Y.W.), Mattel Children's Hospital, UCLA, Los Angeles; Department of Biostatistics (D.S.), School of Public Health, UCLA, Los Angeles; and Laboratories of Cognitive Neuroscience (K.V., V.V.-F., C.A.N.), Division of Developmental Medicine, Department of Neurology (K.D.), F.M. Kirby Neurobiology Center (M.S.), Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA
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