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Hushmandi K, Reiter RJ, Farahani N, Cho WC, Alimohammadi M, Khoshnazar SM. Pyroptosis; igniting neuropsychiatric disorders from mild depression to aging-related neurodegeneration. Prog Neuropsychopharmacol Biol Psychiatry 2025; 138:111325. [PMID: 40081561 DOI: 10.1016/j.pnpbp.2025.111325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 03/03/2025] [Accepted: 03/05/2025] [Indexed: 03/16/2025]
Abstract
Neuropsychiatric disorders significantly impact global health and socioeconomic well-being, highlighting the urgent need for effective treatments. Chronic inflammation, often driven by the innate immune system, is a key feature of many neuropsychiatric conditions. NOD-like receptors (NLRs), which are intracellular sensors, detect danger signals and trigger inflammation. Among these, NLR protein (NLRP) inflammasomes play a crucial role by releasing pro-inflammatory cytokines and inducing a particular cell death process known as pyroptosis. Pyroptosis is defined as a proinflammatory form of programmed cell death executed by cysteine-aspartic proteases, also known as caspases. Currently, the role of pyroptotic flux has emerged as a critical factor in innate immunity and the pathogenesis of multiple diseases. Emerging evidence suggests that the induction of pyroptosis, primarily due to NLRP inflammasome activation, is involved in the pathophysiology of various neuropsychiatric disorders, including depression, stress-related issues, schizophrenia, autism spectrum disorders, and neurodegenerative diseases. Within this framework, the current review explores the complex relationship between pyroptosis and neuropsychiatric diseases, aiming to identify potential therapeutic targets for these challenging conditions.
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Affiliation(s)
- Kiavash Hushmandi
- Nephrology and Urology Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran.
| | - Russel J Reiter
- Department of Cell Systems and Anatomy, UT Health San Antonio, Long School of Medicine, San Antonio, TX, USA
| | - Najma Farahani
- Farhikhtegan Medical Convergence Sciences Research Center, Farhikhtegan Hospital Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - William C Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong
| | - Mina Alimohammadi
- Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyedeh Mahdieh Khoshnazar
- Gastroenterology and Hepatology Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran
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Zhang K, Ibrahim GM, Venetucci Gouveia F. Molecular Pathways, Neural Circuits and Emerging Therapies for Self-Injurious Behaviour. Int J Mol Sci 2025; 26:1938. [PMID: 40076564 PMCID: PMC11900092 DOI: 10.3390/ijms26051938] [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: 01/30/2025] [Revised: 02/17/2025] [Accepted: 02/22/2025] [Indexed: 03/14/2025] Open
Abstract
Nonsuicidal self-injurious behaviour (SIB) is a debilitating manifestation of physical aggression commonly observed across neurodevelopmental, psychiatric, and genetic disorders. This behaviour arises from a multifactorial aetiology involving genetic predispositions, epigenetic modifications, neurotransmitter dysregulation, and environmental stressors. Dysregulation in dopaminergic, serotonergic, glutamatergic, and GABAergic systems has been implicated in the pathophysiology of SIB, alongside structural and functional abnormalities within fronto-limbic-striatal circuits. These disruptions impair key processes, such as emotional regulation, reward processing, and behavioural inhibition, contributing to the emergence and reinforcement of SIB. Advances in preclinical research using genetic, lesion-based, pharmacological, and environmental animal models have been instrumental in elucidating the molecular and neurocircuitry underpinnings of SIB. Emerging neuromodulation therapies targeting critical nodes within the fronto-limbic-striatal network, particularly deep brain stimulation, have shown promise in treating severe, refractory SIB and improving quality of life. This review integrates current evidence from clinical studies, molecular research, and preclinical models to provide a comprehensive overview of the pathophysiology of SIB and therapeutic approaches. By focusing on the molecular mechanisms and neural circuits underlying SIB, we highlight the translational potential of emerging pharmacological and neuromodulatory therapies. A deeper understanding of these pathways will pave the way for precision-based interventions, bridging the gap between molecular research and clinical applications in SIB and related conditions.
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Affiliation(s)
- Kristina Zhang
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 3H2, Canada
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | - George M. Ibrahim
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 3H2, Canada
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
- Division of Neurosurgery, Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
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Elandaloussi Y, Dufrenne O, Lefebvre A, Houenou J, Senova S, Laidi C. Cerebellar Neuromodulation in Autism Spectrum Disorders and Social Cognition: Insights from Animal and Human Studies. CEREBELLUM (LONDON, ENGLAND) 2025; 24:46. [PMID: 39937336 DOI: 10.1007/s12311-025-01801-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/03/2025] [Indexed: 02/13/2025]
Abstract
Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by social atypicalities and repetitive behaviors. Growing evidence suggests that alterations in brain networks may contribute to ASD symptoms. The cerebellum, with its widespread connections to the cortex, has emerged as a potential key player in ASD. Non-invasive neuromodulation techniques, such as transcranial direct current stimulation (tDCS) or repetitive transcranial magnetic stimulation (rTMS) offer a promising avenue for modulating brain activity and potentially alleviating ASD symptoms. In addition, preclinical studies in rodents further emphasize the therapeutic effect of cerebellar stimulation to target autism-related symptoms. This article reviews both clinical and preclinical studies aiming to modulate cerebellar circuits to improve symptoms of ASD. We found ten relevant studies assessing the effect of cerebellar neuromodulation in human and preclinical models. Posterior cerebellar tDCS represented the most frequent neuromodulation method and suggested that cerebellar tDCS can lead to improvements in symptoms of ASD and restore cerebellar connectivity in individuals with ASD. In neurotypical participants, there is evidence that cerebellar tDCS can enhance social cognitive abilities. These results are in line with preclinical studies, suggesting that chemogenetic stimulation can modulate cerebellar circuits involved in ASD and improve related behaviors. Further research is needed to establish standardized protocols, assess long-term effects, and investigate the underlying mechanisms of cerebellar stimulation. We examine research questions that need to be addressed before launching large scale randomized clinical trials.
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Affiliation(s)
- Yannis Elandaloussi
- Child and Adolescent Psychiatry Department, Robert Debre Hospital, APHP, 48 Boulevard Serrurier, Paris, France.
- Université Paris Cité, Paris, France.
- CEA, Université Paris-Saclay, Neurospin, Gif-sur-Yvette, France.
| | - Océane Dufrenne
- Université Paris Cité, Paris, France
- Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Hôpitaux Universitaires Henri Mondor, Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT, AP-HP, Créteil, F-94010, France
| | - Aline Lefebvre
- CEA, Université Paris-Saclay, Neurospin, Gif-sur-Yvette, France
- Université Paris Saclay, Le Kremlin-Bicêtre, France
- Fondation Vallée, Hospital of Child and Adolescent Psychiatry, Gentilly, France
| | - Josselin Houenou
- CEA, Université Paris-Saclay, Neurospin, Gif-sur-Yvette, France
- Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Hôpitaux Universitaires Henri Mondor, Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT, AP-HP, Créteil, F-94010, France
- Fondation FondaMental, Créteil, F-94010, France
- IMRB, Translational Neuro-Psychiatry, Univ Paris Est Créteil, INSERM U955, Créteil, F-94010, France
| | - Suhan Senova
- IMRB, Translational Neuro-Psychiatry, Univ Paris Est Créteil, INSERM U955, Créteil, F-94010, France
- Service de Neurochirurgie, Hôpitaux Universitaires Henri Mondor, Fédération Hospitalo- Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT, AP-HP, Créteil, F-94010, France
| | - Charles Laidi
- CEA, Université Paris-Saclay, Neurospin, Gif-sur-Yvette, France
- Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Hôpitaux Universitaires Henri Mondor, Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT, AP-HP, Créteil, F-94010, France
- Fondation FondaMental, Créteil, F-94010, France
- IMRB, Translational Neuro-Psychiatry, Univ Paris Est Créteil, INSERM U955, Créteil, F-94010, France
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Peeters R, Premchand A, Tops W. Neuropsychological profile of children with Autism Spectrum Disorder and children with Developmental Language Disorder and its relationship with social communication. APPLIED NEUROPSYCHOLOGY. CHILD 2025; 14:1-11. [PMID: 37232156 DOI: 10.1080/21622965.2023.2211703] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
OBJECTIVE The objective of this study was to probe neuropsychological mechanisms of social communication in children with Autism Spectrum Disorders (ASD) and children with Developmental Language Disorders (DLD). Due to overlap of symptoms that include social dysfunction, diagnostic boundaries between these two developmental disorders remain unclear. This study hypothesizes that these two groups of children differ in the characteristics and in the underlying mechanisms of their social issues. METHOD This study examines a wide range of neuropsychological domains in search of a relationship with social communication. A total of 75 children with ASD and 26 children with DLD are included. A cross-battery assessment of neuropsychological functions is conducted, and social communication is evaluated using the Social Responsiveness Scale (SRS). RESULTS The neuropsychological profile for the ASD group differs from the DLD group, with the former demonstrating higher scores on Visual Processing and Comprehension, whereas the DLD group scores higher on Fluid Reasoning, Visual Processing and Processing Speed. Correlation analysis reveals that the association between neuropsychological domains and social communication differs between the groups. DISCUSSION Children with ASD and DLD clearly have distinctive neuropsychological profiles-their strengths and weaknesses are not equivalent. Such results motivate broad assessment of neuropsychological functions, as this assists in differentiating ASD from DLD for theragnostic purposes.
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Affiliation(s)
- Ruth Peeters
- Therapy Practice De Kronkel, Lille, Belgium
- Center for Language and Cognition Groningen, University of Groningen, Groningen, The Netherlands
- Faculty of Rehabilitation Sciences, Hasselt University, Hasselt, Belgium
| | - Angie Premchand
- Center for Language and Cognition Groningen, University of Groningen, Groningen, The Netherlands
| | - Wim Tops
- Therapy Practice De Kronkel, Lille, Belgium
- U-Hasselt Research on Innovative and Society-engaged Education (U-RISE), Hasselt University, Diepenbeek, Belgium
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Sá RODS, Michelassi GDC, Butrico DDS, Franco FDO, Sumiya FM, Portolese J, Brentani H, Nunes FLS, Machado-Lima A. Enhancing ensemble classifiers utilizing gaze tracking data for autism spectrum disorder diagnosis. Comput Biol Med 2024; 182:109184. [PMID: 39353297 DOI: 10.1016/j.compbiomed.2024.109184] [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: 04/26/2024] [Revised: 08/28/2024] [Accepted: 09/20/2024] [Indexed: 10/04/2024]
Abstract
PROBLEM Diagnosing Autism Spectrum Disorder (ASD) remains a significant challenge, especially in regions where access to specialists is limited. Computer-based approaches offer a promising solution to make diagnosis more accessible. Eye tracking has emerged as a valuable technique in aiding the diagnosis of ASD. Typically, individuals' gaze patterns are monitored while they view videos designed according to established paradigms. In a previous study, we developed a method to classify individuals as having ASD or Typical Development (TD) by processing eye-tracking data using Random Forest ensembles, with a focus on a paradigm known as joint attention. AIM This article aims to enhance our previous work by evaluating alternative algorithms and ensemble strategies, with a particular emphasis on the role of anticipation features in diagnosis. METHODS Utilizing stimuli based on joint attention and the concept of "floating regions of interest" from our earlier research, we identified features that indicate gaze anticipation or delay. We then tested seven class balancing strategies, applied seven dimensionality reduction algorithms, and combined them with five different classifier induction algorithms. Finally, we employed the stacking technique to construct an ensemble model. RESULTS Our findings showed a significant improvement, achieving an F1-score of 95.5%, compared to the 82% F1-score from our previous work, through the use of a heterogeneous stacking meta-classifier composed of diverse induction algorithms. CONCLUSION While there remains an opportunity to explore new algorithms and features, the approach proposed in this article has the potential to be applied in clinical practice, contributing to increased accessibility to ASD diagnosis.
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Affiliation(s)
- Rafaela Oliveira da Silva Sá
- School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil.
| | - Gabriel de Castro Michelassi
- School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil.
| | - Diego Dos Santos Butrico
- Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil.
| | - Felipe de Oliveira Franco
- Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil.
| | - Fernando Mitsuo Sumiya
- Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil.
| | - Joana Portolese
- Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil.
| | - Helena Brentani
- Department of Psychiatry, University of Sao Paulo's School of Medicine (FMUSP), Rua Doutor Ovídio Pires de Campos, 785 - Cerqueira César, São Paulo, 05403-010, São Paulo, Brazil.
| | - Fátima L S Nunes
- School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil.
| | - Ariane Machado-Lima
- School of Arts, Sciences and Humanities (EACH) of the University of Sao Paulo (USP), Rua Arlindo Béttio, 1000 - Ermelino Matarazzo, São Paulo, 03828-000, São Paulo, Brazil.
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Fernandes Moll M, Arena Ventura CA, Matos A, Rizzo Zanardo AB, Velasco Melo MC, Santos Silva RD. Creation and Validation of an Educational Booklet on Autism Spectrum Disorder. REVISTA COLOMBIANA DE PSIQUIATRIA (ENGLISH ED.) 2024; 53:496-504. [PMID: 39701645 DOI: 10.1016/j.rcpeng.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 09/20/2022] [Indexed: 12/21/2024]
Abstract
OBJECTIVES To develop and validate an educational booklet that contributes to alleviating the difficulties experienced by family members of children diagnosed as being on the Autism Spectrum. METHODS A descriptive exploratory study with a quali-quantitative approach. Ten families of children on the autism spectrum and twelve judges participated in the validation. Data collection took place through open interviews and data was analysed according to the procedures recommended by Bardin. RESULTS Difficulties identified included problems in children's verbal and non-verbal communication, daily care, school inclusion, late diagnosis due to the lack of specialists, and lack of psychological support for the family and for handling the child during an episode of crisis. Informational needs included early diagnosis, evolution and management of crises, children's ability to learn daily life activities, and information about their right to inclusion in formal education. Based on these difficulties and needs, the booklet was created and validated by eight experts and four family members. Comparing the average of positive reviews in each section, which were obtained in the first and second evaluations, there was a general improvement in the quality of the booklet. CONCLUSIONS The validation of educational materials on this topic can be essential to improve the quality of life of children, families, and educators.
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Affiliation(s)
| | - Carla Aparecida Arena Ventura
- University of São Paulo at Ribeirão Preto College of Nursing, PAHO/WHO Collaborating Centre for Nursing Research Development, Ribeirão Preto (SP), Brazil
| | - Aldo Matos
- University of Uberaba, Uberaba (MG), Brazil
| | - Ana Beatriz Rizzo Zanardo
- University of São Paulo at Ribeirão Preto College of Nursing, PAHO/WHO Collaborating Centre for Nursing Research Development, Ribeirão Preto (SP), Brazil
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Ma H, Jia H, Zou W, Ji F, Wang W, Zhao J, Yuan C, Jiao J. Gasdermin D Mediated Mitochondrial Metabolism Orchestrate Neurogenesis Through LDHA During Embryonic Development. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2402285. [PMID: 39033542 PMCID: PMC11425199 DOI: 10.1002/advs.202402285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 06/22/2024] [Indexed: 07/23/2024]
Abstract
Regulatory cell death is an important way to eliminate the DNA damage that accompanies the rapid proliferation of neural stem cells during cortical development, including pyroptosis, apoptosis, and so on. Here, the study reports that the absence of GSDMD-mediated pyroptosis results in defective DNA damage sensor pathways accompanied by aberrant neurogenesis and autism-like behaviors in adult mice. Furthermore, GSDMD is involved in organizing the mitochondrial electron transport chain by regulating the AMPK/PGC-1α pathway to target Aifm3. This process promotes a switch from oxidative phosphorylation to glycolysis. The perturbation of metabolic homeostasis in neural progenitor cells increases lactate production which acts as a signaling molecule to regulate the p38MAPK pathway. And activates NF-𝜿B transcription to disrupt cortex development. This abnormal proliferation of neural progenitor cells can be rescued by inhibiting glycolysis and lactate production. Taken together, the study proposes a metabolic axis regulated by GSDMD that links pyroptosis with metabolic reprogramming. It provides a flexible perspective for the treatment of neurological disorders caused by genotoxic stress and neurodevelopmental disorders such as autism.
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Affiliation(s)
- Hongyan Ma
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
| | - Huiyang Jia
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
| | - Wenzheng Zou
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
| | - Fen Ji
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
| | - Wenwen Wang
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
| | - Jinyue Zhao
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
| | - Chenqi Yuan
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
| | - Jianwei Jiao
- Key Laboratory of Organ Regeneration and Reconstruction, State Key Laboratory of Stem Cell and Reproductive Biology, Institute of ZoologyChinese Academy of ScienceBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
- Beijing Institute for Stem Cell and Regenerative MedicineInstitute for Stem Cell and RegenerationChinese Academy of SciencesBeijing100101China
- Co‐Innovation Center of NeuroregenerationNantong UniversityNantong226001China
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Menaka R, Karthik R, Saranya S, Niranjan M, Kabilan S. An Improved AlexNet Model and Cepstral Coefficient-Based Classification of Autism Using EEG. Clin EEG Neurosci 2024; 55:43-51. [PMID: 37246419 DOI: 10.1177/15500594231178274] [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] [Indexed: 05/30/2023]
Abstract
Autism is a neurodevelopmental disorder that cannot be completely cured, but early intervention during childhood can improve outcomes. Identifying autism spectrum disorder (ASD) has relied on subjective detection methods that involve questionnaires, medical professionals, and therapists and are subject to observer variability. The need for early diagnosis and the limitations of subjective detection methods has led researchers to explore machine learning-based approaches, such as Random Forests, K-Nearest Neighbors, Naive Bayes, and Support Vector Machines, to predict ASD meltdowns. In recent years, deep learning techniques have gained traction for early ASD detection. This study evaluates the performance of various deep learning networks, including AlexNet, VGG16, and ResNet50, using 5 cepstral coefficient features for ASD detection. The main contributions of this study are the utilization of Cepstral Coefficients in the processing stage to construct spectrograms and the modification of the AlexNet architecture for precise classification. Experimental observations indicate that the AlexNet with Linear Frequency Cepstral Coefficients (LFCC) yields the highest accuracy of 85.1%, while a customized AlexNet with LFCC achieves 90% accuracy.
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Affiliation(s)
- R Menaka
- Centre for Cyber Physical Systems, School of Electronics Engineering, Vellore Institute of Technology, Chennai, India
| | - R Karthik
- Centre for Cyber Physical Systems, School of Electronics Engineering, Vellore Institute of Technology, Chennai, India
| | - S Saranya
- School of Electronics Engineering, Vellore Institute of Technology, Chennai, India
| | - M Niranjan
- School of Electronics Engineering, Vellore Institute of Technology, Chennai, India
| | - S Kabilan
- School of Electronics Engineering, Vellore Institute of Technology, Chennai, India
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Alrehaili RA, ElKady RM, Alrehaili JA, Alreefi RM. Exploring Early Childhood Autism Spectrum Disorders: A Comprehensive Review of Diagnostic Approaches in Young Children. Cureus 2023; 15:e50111. [PMID: 38186518 PMCID: PMC10771115 DOI: 10.7759/cureus.50111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/07/2023] [Indexed: 01/09/2024] Open
Abstract
Autism spectrum disorders (ASD) encompass a diverse range of developmental disabilities characterized by pervasive deficiencies in socialization, communication, and the manifestation of behavioral issues. This review aims to clarify the diagnostic criteria for ASD, explore available diagnostic tools, evaluate biomedical examinations facilitating ASD diagnosis, and discuss the approach to screening assessments for ASD. ASDs are prevalent conditions, with a globally estimated prevalence of 7.6 cases per 100 (one in 132), based on a comprehensive review of epidemiological studies. The precise cause of autism and other ASDs remains unknown; however, genetic and environmental factors likely contribute. Common signs and symptoms shared among individuals with autism include restricted repetitive behaviors and learning disabilities. Standardized methods, such as the Diagnostic and Statistical Manual, Fifth Edition (DSM-5), diagnostic instruments, a thorough medical history, multiple physical examinations, laboratory investigations, neuroimaging, and screening tests, play a pivotal role in early autism diagnosis and intervention. ASD is a lifelong neurodevelopmental condition characterized by multiple deficits. Early detection is anticipated to have a positive impact on outcomes.
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Affiliation(s)
- Ruba A Alrehaili
- Family Medicine, Academy of Family Medicine, Ministry of Health, Al-Madinah, SAU
| | - Reem M ElKady
- Radiology and Medical Imaging, Faculty of Medicine, Taibah University, Al-Madinah, SAU
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Manoharan TA, Radhakrishnan M. Region-Wise Brain Response Classification of ASD Children Using EEG and BiLSTM RNN. Clin EEG Neurosci 2023; 54:461-471. [PMID: 34791925 DOI: 10.1177/15500594211054990] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
AbstractAutism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by impairment in sensory modulation. These sensory modulation deficits would ultimately lead them to difficulties in adaptive behavior and intellectual functioning. The purpose of this study was to observe changes in the nervous system with responses to auditory/visual and only audio stimuli in children with autism and typically developing (TD) through electroencephalography (EEG). In this study, 20 children with ASD and 20 children with TD were considered to investigate the difference in the neural dynamics. The neural dynamics could be understood by non-linear analysis of the EEG signal. In this research to reveal the underlying nonlinear EEG dynamics, recurrence quantification analysis (RQA) is applied. RQA measures were analyzed using various parameter changes in RQA computations. In this research, the cosine distance metric was considered due to its capability of information retrieval and the other distance metrics parameters are compared for identifying the best biomarker. Each computational combination of the RQA measure and the responding channel was analyzed and discussed. To classify ASD and TD, the resulting features from RQA were fed to the designed BiLSTM (bi-long short-term memory) network. The classification accuracy was tested channel-wise for each combination. T3 and T5 channels with neighborhood selection as FAN (fixed amount of nearest neighbors) and distance metric as cosine is considered as the best-suited combination to discriminate between ASD and TD with the classification accuracy of 91.86%, respectively.
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Affiliation(s)
| | - Menaka Radhakrishnan
- Centre for Cyber Physical Systems, Vellore Institute of Technology, Chennai, TN, India
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Yue X, Shen Y, Li Y, Zhang G, Li X, Wei W, Bai Y, Shang Y, Xie J, Luo Z, Wang X, Zhang X, Wang M. Regional Dynamic Neuroimaging Changes of Adults with Autism Spectrum Disorder. Neuroscience 2023:S0306-4522(23)00182-3. [PMID: 37270101 DOI: 10.1016/j.neuroscience.2023.04.016] [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: 12/19/2022] [Revised: 04/05/2023] [Accepted: 04/19/2023] [Indexed: 06/05/2023]
Abstract
Most neuroimaging studies investigating autism spectrum disorder (ASD) have focused on static brain function, but ignored the dynamic features of spontaneous brain activities in the temporal dimension. Research of dynamic brain regional activities might help to fully investigate the mechanisms of ASD patients. This study aimed to examine potential changes in the dynamic characteristics of regional neural activities in adult ASD patients and to detect whether the changes were associated with Autism Diagnostic Observation Schedule (ADOS) scores. Resting-state functional MRI was obtained on 77 adult ASD patients and 76 healthy controls. The dynamic regional homogeneity (dReHo) and dynamic amplitude of low-frequency fluctuations (dALFF) were compared between the two groups. Correlation analyses were also performed between dReHo and dALFF in areas showing group differences and ADOS scores. In ASD group, significant differences in dReHo were observed in the left middle temporal gyrus (MTG.L). Besides, we found increased dALFF in the left middle occipital gyrus (MOG.L), left superior parietal gyrus (SPG.L), left precuneus (PCUN.L), left inferior temporal gyrus (ITG.L), and right inferior frontal gyrus, orbital part (ORBinf.R). Furthermore, a significant positive correlation was found between dALFF in the PCUN.L and the ADOS_TOTAL scores, ADOS_SOCIAL scores; the dALFF in the ITG.L, SPG.L was positively associated with ADOS_SOCIAL scores. In conclusion, adults with ASD have a wide area of dynamic regional brain function abnormalities. These suggested that dynamic regional indexes might be used as a powerful measure to help us obtain a more comprehensive understanding of neural activity in adult ASD patients.
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Affiliation(s)
- Xipeng Yue
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China; Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Yu Shen
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China
| | - Ying Li
- Department of Rehabilitation Medicine, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China; Xinxiang Medical University & Henan Provincial People's Hospital, Zhengzhou & Xinxiang, Henan, China
| | - Ge Zhang
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China
| | - Xiaochen Li
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China
| | - Wei Wei
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China
| | - Yan Bai
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China
| | - Yue Shang
- UCLA Health, State of California, USA
| | - Jiapei Xie
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China; Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Zhi Luo
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China; Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Xinhui Wang
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China
| | | | - Meiyun Wang
- Department of Medical Imaging, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou, China; Laboratory of Brain Science and Brain-Like Intelligence Technology, Institute for Integrated Medical Science and Engineering, Henan Academy of Sciences, Zhengzhou, China
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12
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Lu Z, Wang J, Mao R, Lu M, Shi J. Jointly Composite Feature Learning and Autism Spectrum Disorder Classification Using Deep Multi-Output Takagi-Sugeno-Kang Fuzzy Inference Systems. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2023; 20:476-488. [PMID: 35349448 DOI: 10.1109/tcbb.2022.3163140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Autism spectrum disorder (ASD) is characterized by poor social communication abilities and repetitive behaviors or restrictive interests, which has brought a heavy burden to families and society. In many attempts to understand ASD neurobiology, resting-state functional magnetic resonance imaging (rs-fMRI) has been an effective tool. However, current ASD diagnosis methods based on rs-fMRI have two major defects. First, the instability of rs-fMRI leads to functional connectivity (FC) uncertainty, affecting the performance of ASD diagnosis. Second, many FCs are involved in brain activity, making it difficult to determine effective features in ASD classification. In this study, we propose an interpretable ASD classifier DeepTSK, which combines a multi-output Takagi-Sugeno-Kang (MO-TSK) fuzzy inference system (FIS) for composite feature learning and a deep belief network (DBN) for ASD classification in a unified network. To avoid the suboptimal solution of DeepTSK, a joint optimization procedure is employed to simultaneously learn the parameters of MO-TSK and DBN. The proposed DeepTSK was evaluated on datasets collected from three sites of the Autism Brain Imaging Data Exchange (ABIDE) database. The experimental results showed the effectiveness of the proposed method, and the discriminant FCs are presented by analyzing the consequent parameters of Deep MO-TSK.
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13
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Profile of Service Use and Barriers to Access to Care among Brazilian Children and Adolescents with Autism Spectrum Disorders. Brain Sci 2022; 12:brainsci12101421. [PMID: 36291354 PMCID: PMC9599055 DOI: 10.3390/brainsci12101421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/10/2022] [Accepted: 10/14/2022] [Indexed: 12/05/2022] Open
Abstract
Delayed diagnosis and a lack of adequate care for people with autism spectrum disorder (ASD) are related to worse outcomes and quality of life. This study aimed to identify the profile of service use, barriers to access care, and factors related to those barriers in Brazilian families with children with ASD. A total of 927 families with children with ASD (3–17 years) from five Brazilian regions completed an online version of the Caregivers Needs Survey. Results showed that the most used services were behavioral interventions and pharmacotherapy, while the most used professionals were neurologists, nutritionists, speech therapists, psychiatrists, psychologists, and pediatricians. The main barriers included waiting lists, costs, and the absence of services or treatment. Service use varied according to age, the region of residence, type of health care system used, and the parents/caregivers’ education. Access to behavioral interventions was more frequent among users of the private system/health insurance and families whose caregivers had higher education. The absence of specialized services/treatments was less frequent among residents of state capitals and families whose caregivers had higher levels of education. This study highlights how families with children/adolescents with ASD in Brazil face significant barriers to access care related to sociodemographic factors.
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14
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Teixeira-Machado L, Arida RM, Ziebold C, Barboza AB, Ribeiro L, Teles MC, Rodrigues da Cunha Azevedo G, Silvestre de Paula C, Lowenthal R, Mari de Jesus J. A pilot randomized controlled clinical trial of dance practice for functionality in autistic children and adolescent with all levels of need support. Complement Ther Clin Pract 2022; 49:101650. [DOI: 10.1016/j.ctcp.2022.101650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 07/13/2022] [Accepted: 07/24/2022] [Indexed: 11/03/2022]
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15
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Alenezi S, Alnemary F, Alamri A, Albakr D, Abualkhair L, Alnemary F. Psychotropic Medications Use among Children with Autism in Saudi Arabia. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9070966. [PMID: 35883950 PMCID: PMC9322379 DOI: 10.3390/children9070966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 06/19/2022] [Accepted: 06/22/2022] [Indexed: 11/16/2022]
Abstract
Psychotropic medication use is rising among children with autism spectrum disorders (ASD) in Saudi Arabia. Two hundred ninety-three parents of children diagnosed with ASD completed a parental concerns questionnaire (PCQ) online to examine children’s family socio-demographics, health conditions and comorbidities, and past and current exposure to psychotropic medication as prescribed by their primary doctor. Findings revealed that more than one-third of the parents (39.08%) reported that their children were using medications at the time of the survey; risperidone (53%), methylphenidate (30%), and valproic acid (9%) were the most commonly used. A smaller number of parents stated that their children had previously used medications (16.09%). The most often prescribed drugs among this group were risperidone (45%), followed by methylphenidate (32%) and valproic acid (17%). The variables that showed a statistically significant association with the current use of psychotropic drugs were the child’s age (OR = 1.25, 95% CI: 1.12, 1.40, p < 0.001), presence of comorbidities (OR = 7.75, 95% CI: 3.48, 17.24, p < 0.001), communication difficulties (OR = 1.79, 95% CI: 1.09, 2.95, p < 0.021), and anxiety symptoms (OR = 1.70, 95% CI: 1.00, 2.87, p < 0.049). Similarly, the child’s age (OR = 1.23, 95% CI: 1.08, 1.40, p < 0.002) and presence of comorbidities (OR = 2.83, 95% CI: 1.16, 6.29, p < 0.022) showed statistically significant associations with previous use.
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Affiliation(s)
- Shuliweeh Alenezi
- Department of Psychiatry, College of Medicine, King Saud University, Riyadh 11451, Saudi Arabia;
- Correspondence:
| | - Fahad Alnemary
- Department of Special Education, College of Education, Taif University, Taif 21944, Saudi Arabia;
| | - Asma Alamri
- Department of Child Psychiatry, King Abdullah Specialist Children Hospital, Riyadh 14611, Saudi Arabia;
| | - Dalal Albakr
- Department of Psychiatry, Imam Abdulrahman Bin Faisal University, Dammam 34212, Saudi Arabia;
| | - Lamees Abualkhair
- Department of Psychiatry, College of Medicine, King Saud University, Riyadh 11451, Saudi Arabia;
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16
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Jian J, Li LG, Zhao PJ, Zheng RJ, Dong XW, Zhao YH, Yin BQ, Cheng H, Li HL, Li EY. TCHis mitigate oxidative stress and improve abnormal behavior in a prenatal valproic acid-exposed rat model of autism. Physiol Genomics 2022; 54:325-336. [PMID: 35723222 DOI: 10.1152/physiolgenomics.00104.2021] [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] [Indexed: 11/22/2022] Open
Abstract
Objective Troxerutin is known for its anti-inflammatory and antioxidative effects in nerve impairment. The purpose of this study is to investigate the effect of troxerutin and cerebroprotein hydrolysate injections (TCHis) on prenatal valproic acid (VPA)-exposed rats. Methods The VPA was administered to pregnant rats on gestational day 12.5 to induce a model of autism. The offsprings were given the treatment of TCHis on postnatal day (PND) 21-50. On PND 43-50, the behavioral analysis of offsprings was performed after the treatment of TCHis for 1 h. On PND 50, the offsprings were harvested and the brains were collected. The hippocampus and prefrontal cortex were isolated for relevant biochemical detections. Results The administration of TCHis increased the pain sensitivity and improved abnormal social behaviors in prenatal VPA-exposed rats. Prenatal expose of VPA induced neuronal loss and apoptosis, enhanced reactive oxygen species (ROS) production, and promoted oxidative stress in hippocampus and prefrontal cortex, while these effects were reversed by the postnatal treatment of TCHis. In addition, postnatal administration of TCHis ameliorated mitochondrial function in hippocampus and prefrontal cortex of prenatal VPA-exposed rats. Conclusion This study concluded that postnatal treatment of TCHis reduced oxidative stress and ameliorated abnormal behavior in a prenatal VPA-induced rat model of autism.
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Affiliation(s)
- Jie Jian
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Li-Guo Li
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Institute of Health Engineering, Zhengzhou Health Vocational College, Zhengzhou, China
| | - Peng-Ju Zhao
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Rui-Juan Zheng
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xian-Wen Dong
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yong-Hong Zhao
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Bao-Qi Yin
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hui Cheng
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hong-Lei Li
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - En-Yao Li
- Department of Children Rehabilitation, Key Laboratory of Rehabilitation Medicine in Henan, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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17
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Sukiennik R, Marchezan J, Scornavacca F. Challenges on Diagnoses and Assessments Related to Autism Spectrum Disorder in Brazil: A Systematic Review. Front Neurol 2022; 12:598073. [PMID: 35126275 PMCID: PMC8812524 DOI: 10.3389/fneur.2021.598073] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 05/25/2021] [Indexed: 11/13/2022] Open
Abstract
Being a continental country, with over 210 million citizens, Brazil is similar to all of those who are part of the LAMIC (Low and middle income countries). It shows a big concentration of wealth, mainly in its south and southeast regions, as well as areas with immense poverty. In that sense, the health system also faces a huge amount of contrast. Inside University hospitals and facilities there are sophisticated tools and trained doctors prepared to assist in any kind of medical subject, including autism. But, unfortunately, at other times, the access to a good health system is made much harder. This results in many issues in the medical community, e.g., looking at the data regarding autism, there is a high average of the age of diagnosis. Another issue is the low number of professionals trained in ASD diagnosis and the few tools translated to Portuguese.
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Affiliation(s)
- Ricardo Sukiennik
- Pediatrics Department, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil
| | - Josemar Marchezan
- Pediatrics Department, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil
- Postgraduate Program in Medical Sciences, Universidade do Vale do Taquari (Univates), Lajeado, Brazil
| | - Francisco Scornavacca
- Pediatrics Department, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, Brazil
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18
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Davis AS, Bernat DJ, Shetter MD. Neuropsychological Considerations of Adolescents and Young Adults with High-Functioning Autism Spectrum Disorder for School Psychologists. POSTSECONDARY TRANSITION FOR COLLEGE- OR CAREER-BOUND AUTISTIC STUDENTS 2022:39-61. [DOI: 10.1007/978-3-030-93947-2_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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19
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Gouveia FV, Ibrahim GM. Habenula as a Neural Substrate for Aggressive Behavior. Front Psychiatry 2022; 13:817302. [PMID: 35250669 PMCID: PMC8891498 DOI: 10.3389/fpsyt.2022.817302] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 01/25/2022] [Indexed: 11/17/2022] Open
Abstract
Over the past decades, an ever growing body of literature has explored the anatomy, connections, and functions of the habenula (Hb). It has been postulated that the Hb plays a central role in the control of the monoaminergic system, thus influencing a wide range of behavioral responses, and participating in the pathophysiology of a number of psychiatric disorders and neuropsychiatric symptoms, such as aggressive behaviors. Aggressive behaviors are frequently accompanied by restlessness and agitation, and are commonly observed in patients with psychiatric disorders, intellectual disabilities, and neurodegenerative diseases of aging. Recently, the Hb has been explored as a new target for neuromodulation therapies, such as deep brain stimulation, with promising results. Here we review the anatomical organization of the habenula and discuss several distinct mechanisms by which the Hb is involved in the modulation of aggressive behaviors, and propose new investigations for the development of novel treatments targeting the habenula to reduce aggressive behaviors.
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Affiliation(s)
- Flavia Venetucci Gouveia
- Neuroscience and Mental Health, Hospital for Sick Children Research Institute, Toronto, ON, Canada
| | - George M Ibrahim
- Neuroscience and Mental Health, Hospital for Sick Children Research Institute, Toronto, ON, Canada.,Division of Neurosurgery, The Hospital for Sick Children, Toronto, ON, Canada.,Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, ON, Canada
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20
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Zhou W, Wu K, Chen S, Liu D, Xu H, Xiong X. Effect of Time Interval From Diagnosis to Treatment on Economic Burden in Families of Children With Autism Spectrum Disorder. Front Psychiatry 2021; 12:679542. [PMID: 34899407 PMCID: PMC8662780 DOI: 10.3389/fpsyt.2021.679542] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 10/27/2021] [Indexed: 11/28/2022] Open
Abstract
The study aimed to investigate the economic costs in families of children with autism spectrum disorder (ASD) and explored how the time interval from diagnosis to treatment time interval from the date children first diagnosed with ASD to the date of first speech/behavior treatment influenced the economic costs. It was a cross-sectional study that recruited families with autistic children in Changsha, Hunan Province of China during March to November 2018. A self-designed questionnaire was applied to collect ASD-related economic costs in the two vital periods including the 12-month period after diagnosis and the most recent 12 months during the course of ASD. In total, 136 families with autistic children completed the interview. The results showed that 46.3% of children started intervention within 1 month. The median of total economic costs of these families in the 12-month period after diagnosis and the most recent 12 months was 26,502.26 RMB and 29,411.91 RMB, respectively. Compared with the time interval shorter than 1 month, time interval over 6 months was significantly associated with high direct economic costs (β SD = 0.308, 95% CI = 0.177, 1.254), inpatient/outpatient and drugs costs (β SD = 0.276, 95% CI = 0.104, 1.181), direct non-medical costs (β SD = 0.287, 95% CI = 0.140, 1.206), and total economic burden (β SD = 0.311, 95% CI = 0.186, 1.262); besides, time interval between 4 and 6 months was significantly related to large indirect costs (β SD = 0.230, 95% CI = 0.098, 1.363) in the 12-month period after diagnosis. Similarly, time interval between 1 and 3 months was significantly associated with high direct non-medical costs (β SD = 0.198, 95% CI = 0.004, 1.013) in the 12-month period after diagnosis. However, time interval from diagnosis to treatment was not correlated to economic costs in the recent 12 months. In the long term, shortening the time interval from diagnosis to treatment would reduce the economic burden on families, especially in the 12-month period after diagnosis.
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Affiliation(s)
- Wensu Zhou
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha, China
| | - Kui Wu
- Department of Child Rehabilitation, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, China
| | - Shu Chen
- Department of Child Rehabilitation, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, China
| | - Dan Liu
- Department of Child Rehabilitation, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, China
| | - Huilan Xu
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha, China
| | - Xiyue Xiong
- Department of Child Rehabilitation, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, China
- NHC Key Laboratory of Birth Defect for Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, China
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21
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Khodatars M, Shoeibi A, Sadeghi D, Ghaasemi N, Jafari M, Moridian P, Khadem A, Alizadehsani R, Zare A, Kong Y, Khosravi A, Nahavandi S, Hussain S, Acharya UR, Berk M. Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review. Comput Biol Med 2021; 139:104949. [PMID: 34737139 DOI: 10.1016/j.compbiomed.2021.104949] [Citation(s) in RCA: 100] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 10/02/2021] [Accepted: 10/13/2021] [Indexed: 01/23/2023]
Abstract
Accurate diagnosis of Autism Spectrum Disorder (ASD) followed by effective rehabilitation is essential for the management of this disorder. Artificial intelligence (AI) techniques can aid physicians to apply automatic diagnosis and rehabilitation procedures. AI techniques comprise traditional machine learning (ML) approaches and deep learning (DL) techniques. Conventional ML methods employ various feature extraction and classification techniques, but in DL, the process of feature extraction and classification is accomplished intelligently and integrally. DL methods for diagnosis of ASD have been focused on neuroimaging-based approaches. Neuroimaging techniques are non-invasive disease markers potentially useful for ASD diagnosis. Structural and functional neuroimaging techniques provide physicians substantial information about the structure (anatomy and structural connectivity) and function (activity and functional connectivity) of the brain. Due to the intricate structure and function of the brain, proposing optimum procedures for ASD diagnosis with neuroimaging data without exploiting powerful AI techniques like DL may be challenging. In this paper, studies conducted with the aid of DL networks to distinguish ASD are investigated. Rehabilitation tools provided for supporting ASD patients utilizing DL networks are also assessed. Finally, we will present important challenges in the automated detection and rehabilitation of ASD and propose some future works.
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Affiliation(s)
- Marjane Khodatars
- Dept. of Medical Engineering, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | - Afshin Shoeibi
- Faculty of Electrical Engineering, FPGA Lab, K. N. Toosi University of Technology, Tehran, Iran; Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran.
| | - Delaram Sadeghi
- Dept. of Medical Engineering, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | - Navid Ghaasemi
- Faculty of Electrical Engineering, FPGA Lab, K. N. Toosi University of Technology, Tehran, Iran; Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Mahboobeh Jafari
- Electrical and Computer Engineering Faculty, Semnan University, Semnan, Iran
| | - Parisa Moridian
- Faculty of Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Ali Khadem
- Department of Biomedical Engineering, Faculty of Electrical Engineering, K. N. Toosi University of Technology, Tehran, Iran.
| | - Roohallah Alizadehsani
- Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Victoria, 3217, Australia
| | - Assef Zare
- Faculty of Electrical Engineering, Gonabad Branch, Islamic Azad University, Gonabad, Iran
| | - Yinan Kong
- School of Engineering, Macquarie University, Sydney, 2109, Australia
| | - Abbas Khosravi
- Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Victoria, 3217, Australia
| | - Saeid Nahavandi
- Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Victoria, 3217, Australia
| | | | - U Rajendra Acharya
- Ngee Ann Polytechnic, Singapore, 599489, Singapore; Dept. of Biomedical Informatics and Medical Engineering, Asia University, Taichung, Taiwan; Dept. of Biomedical Engineering, School of Science and Technology, Singapore University of Social Sciences, Singapore
| | - Michael Berk
- Deakin University, IMPACT - the Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, Geelong, Australia; Orygen, The National Centre of Excellence in Youth Mental Health, Centre for Youth Mental Health, Florey Institute for Neuroscience and Mental Health and the Department of Psychiatry, The University of Melbourne, Melbourne, Australia
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22
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Germann J, Gouveia FV, Brentani H, Bedford SA, Tullo S, Chakravarty MM, Devenyi GA. Involvement of the habenula in the pathophysiology of autism spectrum disorder. Sci Rep 2021; 11:21168. [PMID: 34707133 PMCID: PMC8551275 DOI: 10.1038/s41598-021-00603-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 10/13/2021] [Indexed: 11/09/2022] Open
Abstract
The habenula is a small epithalamic structure with widespread connections to multiple cortical, subcortical and brainstem regions. It has been identified as the central structure modulating the reward value of social interactions, behavioral adaptation, sensory integration and circadian rhythm. Autism spectrum disorder (ASD) is characterized by social communication deficits, restricted interests, repetitive behaviors, and is frequently associated with altered sensory perception and mood and sleep disorders. The habenula is implicated in all these behaviors and results of preclinical studies suggest a possible involvement of the habenula in the pathophysiology of this disorder. Using anatomical magnetic resonance imaging and automated segmentation we show that the habenula is significantly enlarged in ASD subjects compared to controls across the entire age range studied (6-30 years). No differences were observed between sexes. Furthermore, support-vector machine modeling classified ASD with 85% accuracy (model using habenula volume, age and sex) and 64% accuracy in cross validation. The Social Responsiveness Scale (SRS) significantly differed between groups, however, it was not related to individual habenula volume. The present study is the first to provide evidence in human subjects of an involvement of the habenula in the pathophysiology of ASD.
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Affiliation(s)
- Jürgen Germann
- grid.231844.80000 0004 0474 0428University Health Network, 399 Bathurst Street, Toronto, ON Canada ,grid.14709.3b0000 0004 1936 8649Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC Canada
| | - Flavia Venetucci Gouveia
- grid.42327.300000 0004 0473 9646Neuroscience and Mental Health, Hospital for Sick Children Research Institute, Toronto, ON Canada
| | - Helena Brentani
- grid.11899.380000 0004 1937 0722Department of Psychiatry, University of Sao Paulo, Medical School, São Paulo, São Paulo Brazil ,grid.500696.cNational Institute of Developmental Psychiatry for Children and Adolescents, CNPq, São Paulo, São Paulo Brazil
| | - Saashi A. Bedford
- grid.14709.3b0000 0004 1936 8649Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC Canada ,grid.5335.00000000121885934Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Stephanie Tullo
- grid.14709.3b0000 0004 1936 8649Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC Canada ,grid.14709.3b0000 0004 1936 8649Integrated Program in Neuroscience, McGill University, Montreal, QC Canada
| | - M. Mallar Chakravarty
- grid.14709.3b0000 0004 1936 8649Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Biomedical Engineering, McGill University, Montreal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Psychiatry, McGill University, Montreal, QC Canada
| | - Gabriel A. Devenyi
- grid.14709.3b0000 0004 1936 8649Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Psychiatry, McGill University, Montreal, QC Canada
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Gouveia FV, Germann J, Elias GJ, Hamani C, Fonoff ET, Martinez RCR. Case report: 5 Years follow-up on posterior hypothalamus deep brain stimulation for intractable aggressive behaviour associated with drug-resistant epilepsy. Brain Stimul 2021; 14:1201-1204. [PMID: 34371210 DOI: 10.1016/j.brs.2021.07.062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/15/2021] [Accepted: 07/31/2021] [Indexed: 12/17/2022] Open
Affiliation(s)
- Flavia Venetucci Gouveia
- Biological Sciences Platform, Sunnybrook Research Institute, Toronto, Canada; Division of Neuroscience, Sírio-Libanês Hospital, São Paulo, Brazil.
| | - Jürgen Germann
- Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, Canada
| | - Gavin Jb Elias
- Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, Canada
| | - Clement Hamani
- Biological Sciences Platform, Sunnybrook Research Institute, Toronto, Canada; Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, Canada; Division of Neurosurgery, University of Toronto, Toronto, Canada
| | - Erich Talamoni Fonoff
- Department of Neurology, University of São Paulo School of Medicine and Integrated Clinic of Neuroscience, São Paulo, Brazil
| | - Raquel Chacon Ruiz Martinez
- Division of Neuroscience, Sírio-Libanês Hospital, São Paulo, Brazil; LIM 23, Institute of Psychiatry, University of Sao Paulo, School of Medicine, São Paulo, Brazil.
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Contreras Lopez WO, Navarro PA, Gouveia FV, Fonoff ET, Lebrun I, Auada AVV, Lopes Alho EJ, Martinez RCR. Directional Deep Brain Stimulation of the Posteromedial Hypothalamus for Refractory Intermittent Explosive Disorder: A Case Series Using a Novel Neurostimulation Device and Intraoperative Microdialysis. World Neurosurg 2021; 155:e19-e33. [PMID: 34325026 DOI: 10.1016/j.wneu.2021.07.086] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 07/17/2021] [Accepted: 07/19/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Intermittent explosive disorder (IED) is a psychiatric disorder characterized by recurrent outbursts of aggressive behavior. Deep brain stimulation (DBS) in the posteromedial nucleus of the hypothalamus (pHyp) is an alternative therapy for extreme cases and shows promising results. Intraoperative microdialysis can help elucidate the neurobiological mechanism of pHyp-DBS. We sought to evaluate efficacy and safety of pHyp-DBS using 8-contact directional leads in patients with refractory IED (rIED) and the accompanying changes in neurotransmitters. METHODS This was a prospective study in which patients with a diagnosis of rIED were treated with pHyp-DBS for symptom alleviation. Bilateral pHyp-DBS was performed with 8-contact directional electrodes. Follow-up was performed at 3, 6, and 12 months after surgery. RESULTS Four patients (3 men, mean age 27 ± 2.8 years) were included. All patients were diagnosed with rIED and severe intellectual disability. Two patients had congenital rubella, one had a co-diagnosis of infantile autism, and the fourth presented with drug-resistant epilepsy. There was a marked increase in the levels of gamma-aminobutyric acid and glycine during intraoperative stimulation. The average improvement in aggressive behavior in the last follow-up was 6 points (Δ: 50%, P = 0.003) while also documenting an important improvement of the Short Form Health Survey in all domains except bodily pain. No adverse events associated with pHyp-DBS were observed. CONCLUSIONS This is the first study to show the safety and beneficial effect of directional lead pHyp-DBS in patients with rIED and to demonstrate the corresponding mechanism of action through increases in gamma-aminobutyric acid and glycine concentration in the pHyp.
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Affiliation(s)
- William Omar Contreras Lopez
- Nemod Research Group, Universidad Autónoma de Bucaramanga, Bucaramanga, Colombia; Division of Functional Neurosurgery, Department of Neurosurgery, FOSCAL Clinic, Bucaramanga, Colombia.
| | - Paula Alejandra Navarro
- Division of Functional Neurosurgery, Department of Neurosurgery, FOSCAL Clinic, Bucaramanga, Colombia; Department of Epidemiology, School of Medicine, Universidad de los Andes, Bogotá, Colombia
| | | | - Erich Talamoni Fonoff
- Department of Neurology, University of São Paulo School of Medicine and Integrated Clinic of Neuroscience, São Paulo, Brazil
| | - Ivo Lebrun
- Biochemistry and Biophysics Laboratory, Butantan Institute, University of Sao Paulo, Sao Paulo, Brazil
| | - Aline V V Auada
- Biochemistry and Biophysics Laboratory, Butantan Institute, University of Sao Paulo, Sao Paulo, Brazil
| | - Eduardo Joaquim Lopes Alho
- Department of Neurology, University of São Paulo School of Medicine and Integrated Clinic of Neuroscience, São Paulo, Brazil
| | - Raquel C R Martinez
- LIM 23, Institute of Psychiatry, University of Sao Paulo, School of Medicine, Sao Paulo, Brazil; Division of Neuroscience, Sírio-Libanês Hospital, São Paulo, Brazil
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Gouveia FV, Germann J, Devenyi GA, Fonoff ET, Morais RMCB, Brentani H, Chakravarty MM, Martinez RCR. Bilateral Amygdala Radio-Frequency Ablation for Refractory Aggressive Behavior Alters Local Cortical Thickness to a Pattern Found in Non-refractory Patients. Front Hum Neurosci 2021; 15:653631. [PMID: 34177490 PMCID: PMC8219880 DOI: 10.3389/fnhum.2021.653631] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 05/03/2021] [Indexed: 12/02/2022] Open
Abstract
Aggressive behaviors comprise verbal and/or physical aggression directed toward oneself, others, or objects and are highly prevalent among psychiatric patients, especially patients diagnosed with autism spectrum disorder and severe intellectual disabilities. Some of these patients are considered refractory to treatment, and functional neurosurgery targeting the amygdala can result in widespread plastic brain changes that might reflect ceasing of some abnormal brain function, offering symptom alleviation. This study investigated cortical thickness changes in refractory aggressive behavior patients that were treated with bilateral amygdala ablation and compared to control patients presenting non-refractory aggressive behavior [three refractory and seven non-refractory patients, all males diagnosed with autism spectrum disorder (ASD) and intellectual disabilities]. The Overt Aggression Scale (OAS) was used to quantify behavior and magnetic resonance imaging was performed to investigate cortical thickness. Before surgery, both groups presented similar total OAS score, however refractory patients presented higher physical aggression against others. After surgery the refractory group showed 88% average reduction of aggressive behavior. Imaging analysis showed that while refractory patients present an overall reduction in cortical thickness compared to non-refractory patients across both timepoints, the local pattern of thickness difference found in areas of the neurocircuitry of aggressive behavior present before surgery is diminished and no longer detected after surgery. These results corroborate the hypotheses on induction of widespread neuronal plasticity following functional neurosurgical procedures resulting in modifications in brain morphology and improvement in behavior. Further studies are necessary to determine the underlying cause of these morphological changes and to better understand and improve treatment options.
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Affiliation(s)
- Flavia Venetucci Gouveia
- Biological Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada.,Division of Neuroscience, Sirio-Libanês Hospital, São Paulo, Brazil
| | - Jürgen Germann
- Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.,Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada
| | - Gabriel A Devenyi
- Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.,Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Erich T Fonoff
- Department of Neurology, Division of Functional Neurosurgery of the Institute of Psychiatry, University of São Paulo, Medical School, São Paulo, Brazil
| | - Rosa M C B Morais
- Division of Neuroscience, Sirio-Libanês Hospital, São Paulo, Brazil.,LIM/23, Department of Psychiatry, University of São Paulo, Medical School, São Paulo, Brazil
| | - Helena Brentani
- LIM/23, Department of Psychiatry, University of São Paulo, Medical School, São Paulo, Brazil
| | - M Mallar Chakravarty
- Cerebral Imaging Centre, Douglas Mental Health University Institute, McGill University, Montreal, QC, Canada.,Department of Psychiatry, McGill University, Montreal, QC, Canada.,Department of Biological and Biomedical Engineering, McGill University, Montreal, QC, Canada
| | - Raquel C R Martinez
- Division of Neuroscience, Sirio-Libanês Hospital, São Paulo, Brazil.,LIM/23, Department of Psychiatry, University of São Paulo, Medical School, São Paulo, Brazil
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Gouveia FV, Germann J, de Morais R, Fonoff ET, Hamani C, Alho EJ, Brentani H, Martins AP, Devenyi G, Patel R, Steele C, Gramer R, Chakravarty M, Martinez RCR. Longitudinal Changes After Amygdala Surgery for Intractable Aggressive Behavior: Clinical, Imaging Genetics, and Deformation-Based Morphometry Study-A Case Series. Neurosurgery 2021; 88:E158-E169. [PMID: 33026432 DOI: 10.1093/neuros/nyaa378] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 06/27/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Intractable aggressive behavior (iAB) is a devastating behavioral disorder that may affect psychiatric patients. These patients have reduced quality of life, are more challenging to treat as they impose a high caregiver burden and require specialized care. Neuromodulatory interventions targeting the amygdala, a key hub in the circuitry of aggressive behavior (AB), may provide symptom alleviation. OBJECTIVE To Report clinical and imaging findings from a case series of iAB patients treated with bilateral amygdala ablation. METHODS This series included 4 cases (3 males, 19-32 years old) who underwent bilateral amygdala radiofrequency ablation for iAB hallmarked by life-threatening self-injury and social aggression. Pre- and postassessments involved full clinical, psychiatric, and neurosurgical evaluations, including scales quantifying AB, general agitation, quality of life, and magnetic resonance imaging (MRI). RESULTS Postsurgery assessments revealed decreased aggression and agitation and improved quality of life. AB was correlated with testosterone levels and testosterone/cortisol ratio in males. No clinically significant side effects were observed. Imaging analyses showed preoperative amygdala volumes within normal populational range and confirmed lesion locations. The reductions in aggressive symptoms were accompanied by significant postsurgical volumetric reductions in brain areas classically associated with AB and increases in regions related to somatosensation. The local volumetric reductions are found in areas that in a normal brain show high expression levels of genes related to AB (eg, aminergic transmission) using gene expression data provided by the Allen brain atlas. CONCLUSION These findings provide new insight into the whole brain neurocircuitry of aggression and suggest a role of altered somatosensation and possible novel neuromodulation targets.
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Affiliation(s)
- Flavia Venetucci Gouveia
- Laboratory of Neuromodulation, Teaching and Research Institute, Hospital Sirio-Libanes, Sao Paulo, Brazil.,Sunnybrook Research Institute, Toronto, Canada
| | - Jürgen Germann
- CIC, Douglas Mental Health University Institute, McGill University, Montreal, Canada
| | - Rosa de Morais
- PROTEA, Department of Psychiatry, University of Sao Paulo School of Medicine, Sao Paulo, Brazil
| | - Erich Talamoni Fonoff
- Department of Neurology, Division of Functional Neurosurgery, Institute of Psychiatry, Medical School, University of Sao Paulo, Sao Paulo, Brazil
| | - Clement Hamani
- Sunnybrook Research Institute, Toronto, Canada.,Department of Neurology, Division of Functional Neurosurgery, Institute of Psychiatry, Medical School, University of Sao Paulo, Sao Paulo, Brazil.,Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
| | - Eduardo Joaquim Alho
- Department of Neurology, Division of Functional Neurosurgery, Institute of Psychiatry, Medical School, University of Sao Paulo, Sao Paulo, Brazil
| | - Helena Brentani
- Department of Psychiatry, Medical School, University of Sao Paulo, Sao Paulo, Brazil.,National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Sao Paulo, Brazil
| | - Ana Paula Martins
- PROTEA, Department of Psychiatry, University of Sao Paulo School of Medicine, Sao Paulo, Brazil
| | - Gabriel Devenyi
- CIC, Douglas Mental Health University Institute, McGill University, Montreal, Canada
| | - Raihaan Patel
- CIC, Douglas Mental Health University Institute, McGill University, Montreal, Canada
| | - Christopher Steele
- CIC, Douglas Mental Health University Institute, McGill University, Montreal, Canada
| | - Robert Gramer
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Mallar Chakravarty
- CIC, Douglas Mental Health University Institute, McGill University, Montreal, Canada
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Agarwala S, Ramachandra NB. Role of CNTNAP2 in autism manifestation outlines the regulation of signaling between neurons at the synapse. EGYPTIAN JOURNAL OF MEDICAL HUMAN GENETICS 2021. [DOI: 10.1186/s43042-021-00138-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Abstract
Background
Autism is characterized by high heritability and a complex genetic mutational landscape with restricted social behavior and impaired social communication. Whole-exome sequencing is a reliable tool to pinpoint variants for unraveling the disease pathophysiology. The present meta-analysis was performed using 222 whole-exome sequences deposited by Simons Simplex Collection (SSC) at the European Nucleotide Archive. This sample cohort was used to identify causal mutations in autism-specific genes to create a mutational landscape focusing on the CNTNAP2 gene.
Results
The authors account for the identification of 15 high confidence genes with 24 variants for autism with Simons Foundation Autism Research Initiative (SFARI) gene scoring. These genes encompass critical autism pathways such as neuron development, synapse complexity, cytoskeleton, and microtubule activation. Among these 15 genes, overlapping variants were present across multiple samples: KMT2C in 167 cases, CNTNAP2 in 192 samples, CACNA1C in 152 cases, and SHANK3 in 124 cases. Pathway analysis identifies clustering and interplay of autism genes—WDFY3, SHANK2, CNTNAP2, HOMER1, SYNGAP1, and ANK2 with CNTNAP2. These genes coincide across autism-relevant pathways, namely abnormal social behavior and intellectual and cognitive impairment. Based on multiple layers of selection criteria, CNTNAP2 was chosen as the master gene for the study. It is an essential gene for autism with speech-language delays, a typical phenotype in most cases under study. It showcases nine variants across multiple samples with one damaging variant, T589P, with a GERP rank score range of 0.065–0.95. This unique variant was present across 86.5% of the samples impairing the epithelial growth factor (EGF) domain. Established microRNA (miRNA) genes hsa-mir-548aq and hsa-mir-548f were mutated within the CNTNAP2 region, adding to the severity. The mutated protein showed reduced stability by 0.25, increased solvent accessibility by 9%, and reduced depth by 0.2, which rendered the protein non-functional. Secondary physical interactors of CNTNAP2 through CNTN2 proteins were mutated in the samples, further intensifying the severity.
Conclusion
CNTNAP2 has been identified as a master gene in autism manifestation responsible for speech-language delay by impairing the EGF protein domain and downstream cascade. The decrease in EGF is correlated with vital autism symptoms, especially language disabilities.
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Abstract
The term "Autism spectrum disorder" (ASD), in vogue at present, has evolved after continual substantial developments taking place over more than a century. ASD is a heterogeneous, multi-factorial, developmental disability in which an unusual pattern of development takes place during infant and toddler years. As per DSM-5, Autism spectrum disorder is a combined phrase for a family of complex developmental disabilities inclusive of "Autistic Disorder, Pervasive Developmental Disorder not Otherwise Specified (PDD-NOS), and Asperger's Disorder". "ASD is characterized not only by persistent impairments in reciprocal social communication and social interactions, but is also manifested by restricted, repetitive patterns of behavior, interests, or activities". The classical clinical signs that exist in two major domains, viz. the 'social domain' and the 'behavioral domain' for the precise diagnosis of ASD have been tabulated and major differences between DSM-5 and DSM-4 are depicted with the help of a figure in this basic review article. A sharp rise in the incidence of ASD cases has been observed worldwide owing to various risk factors such as genetic predisposition coupled with adverse environmental conditions, gynecological interventions, etc. Two official manuals viz. the "Diagnostic and Statistical Manual of Mental Disorders" (DSM) (published by the American Psychiatric Association), and the "International Classification of Diseases" (ICD) (published by the World Health Organization) is being regularly updated to facilitate diagnosis of ASD. ICD-11 guidelines being prospectively implemented with effect from January 2022 have attracted global attention.
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Improvement of brain functional connectivity in autism spectrum disorder: an exploratory study on the potential use of virtual reality. J Neural Transm (Vienna) 2021; 128:371-380. [PMID: 33677622 DOI: 10.1007/s00702-021-02321-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 02/26/2021] [Indexed: 01/11/2023]
Abstract
Patients with Autism Spectrum Disorder (ASD) need to be provided with behavioral, psychological, educational, or skill-building interventions as early as possible. Cognitive Behavior Therapy has proven useful to manage such problems. There is also growing evidence on the usefulness of Virtual Reality Therapy (VRT) in treating various functional deficits in ASD. This exploratory study is aimed at assessing the changes in cognitive functions in children with ASD, and the putative subtending neurophysiological mechanisms, following the provision of rehab training using an innovative VRT system. Twenty patients with ASD, aged 6-15 years, were provided with 24 sessions of VRT by using the pediatric module of the BTS NIRVANA System. Neuropsychological and EEG evaluations were carried out before and at the end of the training. After VRT, all patients showed a significant improvement in their cognitive-behavioral problems concerning attention processes, visuospatial cognition, and anxiety. These findings were paralleled by an evident reshape of frontoparietal connectivity in the alpha and theta frequency range. Our study suggests that VRT could be a useful and promising tool to improve ASD neurorehabilitation outcomes. This improvement is likely to occur through changes in frontoparietal network connectivity following VRT.
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Alhuzimi T. Stress and emotional wellbeing of parents due to change in routine for children with Autism Spectrum Disorder (ASD) at home during COVID-19 pandemic in Saudi Arabia. RESEARCH IN DEVELOPMENTAL DISABILITIES 2021; 108:103822. [PMID: 33271447 DOI: 10.1016/j.ridd.2020.103822] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 09/08/2020] [Accepted: 11/22/2020] [Indexed: 05/23/2023]
Abstract
BACKGROUND Parents of children with Autism Spectrum Disorder (ASD) experience considerable amounts of stress and impaired emotional well-being. Consequently, it is likely that these have been adversely impacted by COVID-19 outbreak due to disruptions to the schedules of children with ASD. AIM This study investigated the stress and emotional well-being of parents of children with ASD in Saudi Arabia during the COVID-19 pandemic. METHOD The study obtained quantitative data from 150 parents of children with ASD from different regions in Saudi Arabia using an online survey. The data collected included demographic data of the parents, ASD status of the family, ASD support during COVID-19 pandemic, severity of ASD behaviours in comparison to the pre- COVID-19 status eating behaviour of the child with ASD, Parental Stress, and emotional well-being. The PSI-short form (PSI-SF) (Abidin, 1995) scale was utilised to obtain data related to parental stress and the General Health Questionnaire (GHQ-12) (Goldberg, 1992) scale was utilised to obtain data related to parents' emotional well-being. RESULTS The study found that family ASD status (in particular, age and gender of child with ASD, and severity of his/her symptoms) had a significant impact on parental stress and emotional well-being. Moreover, parental stress and emotional well-being were negatively impacted by the frequency and usefulness of ASD support received during COVID-19 pandemic. These were also adversely impacted by the change in severity of ASD behaviours of the children with ASD. Finally, parental stress was found to have a negative impact on the emotional well-being of parents. Overall, the study found that the parental stress and emotional well-being of parents of children with ASD in Saudi Arabia had been unfavourably impacted by COVID-19 pandemic. CONCLUSIONS Overall, the study found that the parental stress and emotional well-being of parents with ASD in Saudi Arabia had been unfavourably impacted by COVID-19 pandemic. This study recommends the involvement of the Saudi Ministry of Health to establish and extend support services to support parents of children with ASD. Moreover, the provision of training programs to help parents deal with the characteristic behaviour of their children with ASD such as, the ability to maintain routines, aggressive or repetitive behaviour, is also recommended.
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Affiliation(s)
- Talal Alhuzimi
- Department of Special Education, College of Education, King Saud University, Riyadh, Saudi Arabia.
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Leader G, Molina Bonilla P, Naughton K, Maher L, Casburn M, Arndt S, Mannion A. Complex Comorbid Presentations are Associated with Harmful Behavior Problems among Children and Adolescents with Cerebral Palsy. Dev Neurorehabil 2021; 24:25-34. [PMID: 32508226 DOI: 10.1080/17518423.2020.1770353] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Aim: Frequency and relationship between gastrointestinal symptoms, sleep problems, internalizing and externalizing symptoms, behavior problems and autism spectrum disorder (ASD) symptoms, and predictors of behavior problems were examined in children and adolescents with Cerebral Palsy (CP). Method: Parents of 104 children and adolescents with CP completed the Gastrointestinal Symptom Inventory, Children's Sleep Habits Questionnaire, Child Behavior Checklist, Social Communication Questionnaire and the Behavior Problem Inventory-Short Form. Results: High frequency of behavior problems (88.5%), gastrointestinal symptoms (81.7%), sleep problems (81%) ASD symptoms (48%) and internalizing and externalizing symptoms (31.7%) were found. Relationships were found between gastrointestinal symptoms and sleep problems, and gastrointestinal symptoms and internalizing and externalizing symptoms. Relationships were found between sleep problems and behavior problems. Intellectual disability, sleep problems, internalizing and externalizing symptoms, and ASD symptoms predicted behavior problems. Conclusion: Findings highlights the frequency of comorbidities that exist in CP and how these comorbidities affect one another.
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Affiliation(s)
| | | | | | - Leanne Maher
- National University of Ireland , Galway, Ireland
| | - Mia Casburn
- National University of Ireland , Galway, Ireland
| | - Sophia Arndt
- National University of Ireland , Galway, Ireland
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Early screening of autism spectrum disorder using cry features. PLoS One 2020; 15:e0241690. [PMID: 33301502 PMCID: PMC7728261 DOI: 10.1371/journal.pone.0241690] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 10/19/2020] [Indexed: 12/05/2022] Open
Abstract
The increase in the number of children with autism and the importance of early autism intervention has prompted researchers to perform automatic and early autism screening. Consequently, in the present paper, a cry-based screening approach for children with Autism Spectrum Disorder (ASD) is introduced which would provide both early and automatic screening. During the study, we realized that ASD specific features are not necessarily observable in all children with ASD and in all instances collected from each child. Therefore, we proposed a new classification approach to be able to determine such features and their corresponding instances. To test the proposed approach a set of data relating to children between 18 to 53 months which had been recorded using high-quality voice recording devices and typical smartphones at various locations such as homes and daycares was studied. Then, after preprocessing, the approach was used to train a classifier, using data for 10 boys with ASD and 10 Typically Developed (TD) boys. The trained classifier was tested on the data of 14 boys and 7 girls with ASD and 14 TD boys and 7 TD girls. The sensitivity, specificity, and precision of the proposed approach for boys were 85.71%, 100%, and 92.85%, respectively. These measures were 71.42%, 100%, and 85.71% for girls, respectively. It was shown that the proposed approach outperforms the common classification methods. Furthermore, it demonstrated better results than the studies which used voice features for screening ASD. To pilot the practicality of the proposed approach for early autism screening, the trained classifier was tested on 57 participants between 10 to 18 months. These 57 participants consisted of 28 boys and 29 girls and the results were very encouraging for the use of the approach in early ASD screening.
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Gouveia FV, Germann J, Devenyi GA, Morais RMCB, Santos APM, Fonoff ET, Hamani C, Brentani H, Chakravarty MM, Martinez RCR. Refractoriness of aggressive behaviour to pharmacological treatment: cortical thickness analysis in autism spectrum disorder. BJPsych Open 2020; 6:e85. [PMID: 32762791 PMCID: PMC7453794 DOI: 10.1192/bjo.2020.71] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 06/23/2020] [Accepted: 07/12/2020] [Indexed: 01/22/2023] Open
Abstract
Aggressive behaviour is a highly prevalent and devastating condition in autism spectrum disorder resulting in impoverished quality of life. Gold-standard therapies are ineffective in about 30% of patients leading to greater suffering. We investigated cortical thickness in individuals with autism spectrum disorder with pharmacological-treatment-refractory aggressive behaviour compared with those with non-refractory aggressive behaviour and observed a brain-wide pattern of local increased thickness in key areas related to emotional control and overall decreased cortical thickness in those with refractory aggressive behaviour, suggesting refractoriness could be related to specific morphological patterns. Elucidating the neurobiology of refractory aggressive behaviour is crucial to provide insights and potential avenues for new interventions.
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Affiliation(s)
| | - Jürgen Germann
- University Health Network; and CIC, Douglas Mental Health University Institute, McGill University, Canada
| | - Gabriel A. Devenyi
- CIC, Douglas Mental Health University Institute, McGill University; and Department of Psychiatry, McGill University, Canada
| | - Rosa M. C. B. Morais
- Hospital Sirio-Libanes; and Department of Psychiatry, University of Sao Paulo, Medical School, Brazil
| | | | - Erich T. Fonoff
- Department of Neurology, Division of Functional Neurosurgery of the Institute of Psychiatry, University of Sao Paulo, Medical School, Brazil
| | - Clement Hamani
- Sunnybrook Research Institute; Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre; and Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Canada
| | - Helena Brentani
- Department of Psychiatry, University of Sao Paulo, Medical School, Brazil
| | - M. Mallar Chakravarty
- CIC, Douglas Mental Health University Institute, McGill University, Canada; Department of Psychiatry, McGill University, Canada; and Department of Biological and Biomedical Engineering, McGill University, Canada
| | - Raquel C. R. Martinez
- Hospital Sirio-Libanes; and Department of Psychiatry, University of Sao Paulo, Medical School, Brazil
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34
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Pacífico MC, de Paula CS, Namur VS, Lowenthal R, Bosa CA, Teixeira MCTV. Preliminary evidence of the validity process of the Autism Diagnostic Observation Schedule (ADOS): translation, cross-cultural adaptation and semantic equivalence of the Brazilian Portuguese version. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2019; 41:218-226. [PMID: 31644690 DOI: 10.1590/2237-6089-2018-0063] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 12/10/2018] [Indexed: 12/23/2022]
Abstract
OBJECTIVES To translate and back-translate the Autism Diagnostic Observation Schedule (ADOS) into Brazilian Portuguese, to assess its cross-cultural semantic equivalence, and to verify indicators of quality of the final version by analyzing the inter-rater reliability of the ADOS scores. METHODS This study had three stages: 1) translation and back-translation; 2) semantic equivalence analysis; and 3) pre-test to verify the agreement between mental health specialists and an ADOS senior examiner regarding the scoring procedure. Authorization to translate and carry out the cultural adaptation of the instrument was first obtained from the Western Psychological Services, publishers of the instrument. RESULTS The main preliminary results pointed to good equivalence between the original English version and the final version and the Brazilian version following the cultural adaptation process. Some semantic differences were found between the original version and the back-translation into English, but they did not interfere with the first translation into Portuguese or into the final version. One of the limitations of the study was the small sample size; for that reason, the inter-rater reliability of the ADOS scores between the specialists and the senior examiner using the kappa coefficient was adequate for 7 out of 10 areas. CONCLUSIONS We conclude that the creation of an official Brazilian version of ADOS will help to strengthen clinical and scientific research into ASD, and deter the use of other unauthorized versions of ADOS in the country.
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Affiliation(s)
- Maria Clara Pacífico
- Programa de Transtornos do Espectro do Autismo (PROTEA), Programa de TEA, Ambulatório, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (USP), São Paulo, SP, Brazil
| | - Cristiane Silvestre de Paula
- Programa de Pós-Graduação em Distúrbios do Desenvolvimento, Universidade Presbiteriana Mackenzie, São Paulo, SP, Brazil.,Departamento de Psiquiatria, Universidade Federal de São Paulo (UNIFESP), São Paulo, SP, Brazil
| | - Victor Santos Namur
- Programa de Pós-Graduação em Distúrbios do Desenvolvimento, Universidade Presbiteriana Mackenzie, São Paulo, SP, Brazil
| | - Rosane Lowenthal
- Programa de Pós-Graduação de Ciências da Saúde, Departamento de Saúde Mental, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, SP, Brazil.,Programa de Pós-Graduação em Saúde da Comunicação Humana, Departamento de Saúde Mental, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, SP, Brazil
| | - Cleonice Alves Bosa
- Programa de Pós-Graduação em Psicologia, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
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35
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Gouveia FV, Hamani C, Fonoff ET, Brentani H, Alho EJL, de Morais RMCB, de Souza AL, Rigonatti SP, Martinez RCR. Amygdala and Hypothalamus: Historical Overview With Focus on Aggression. Neurosurgery 2019; 85:11-30. [PMID: 30690521 PMCID: PMC6565484 DOI: 10.1093/neuros/nyy635] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 01/08/2019] [Indexed: 12/29/2022] Open
Abstract
Aggressiveness has a high prevalence in psychiatric patients and is a major health problem. Two brain areas involved in the neural network of aggressive behavior are the amygdala and the hypothalamus. While pharmacological treatments are effective in most patients, some do not properly respond to conventional therapies and are considered medically refractory. In this population, surgical procedures (ie, stereotactic lesions and deep brain stimulation) have been performed in an attempt to improve symptomatology and quality of life. Clinical results obtained after surgery are difficult to interpret, and the mechanisms responsible for postoperative reductions in aggressive behavior are unknown. We review the rationale and neurobiological characteristics that may help to explain why functional neurosurgery has been proposed to control aggressive behavior.
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Affiliation(s)
| | - Clement Hamani
- Department of Neurology, Division of Functional Neurosurgery of the Institute of Psychiatry, University of Sao Paulo School, Medicine School, Sao Paulo, Brazil
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
| | - Erich Talamoni Fonoff
- Department of Neurology, Division of Functional Neurosurgery of the Institute of Psychiatry, University of Sao Paulo School, Medicine School, Sao Paulo, Brazil
| | - Helena Brentani
- Department of Psychiatry, University of Sao Paulo, Medical School, Sao Paulo, Brazil
- National Institute of Developmental Psychiatry for Children and Adolescents, CNPq, Sao Paulo, Brazil
| | - Eduardo Joaquim Lopes Alho
- Department of Neurology, Division of Functional Neurosurgery of the Institute of Psychiatry, University of Sao Paulo School, Medicine School, Sao Paulo, Brazil
| | | | - Aline Luz de Souza
- Department of Neurology, Division of Functional Neurosurgery of the Institute of Psychiatry, University of Sao Paulo School, Medicine School, Sao Paulo, Brazil
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36
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Swed-Tobia R, Haj A, Militianu D, Eshach O, Ravid S, Weiss R, Aviel YB. Highly Selective Eating in Autism Spectrum Disorder Leading to Scurvy: A Series of Three Patients. Pediatr Neurol 2019; 94:61-63. [PMID: 30795887 DOI: 10.1016/j.pediatrneurol.2018.12.011] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Revised: 12/15/2018] [Accepted: 12/24/2018] [Indexed: 02/04/2023]
Abstract
BACKGROUND Some children with autism spectrum disorder (ASD) have highly specific food selectivity and therefore are prone to nutritional deficiencies of different kinds. PATIENTS We document three children with ASD who presented with refusal to walk and gingivitis who underwent comprehensive evaluations before establishing the diagnosis of vitamin C deficiency (scurvy). The symptoms resolved after treatment with vitamin C. CONCLUSIONS Prevention of nutritional deficiencies in children with ASD is essential, and providing multivitamin supplementation whenever high food selectivity is noted may prevent significant morbidity.
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Affiliation(s)
- Rana Swed-Tobia
- Department of Pediatrics, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel.
| | - Ahmad Haj
- Department of Pediatrics, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
| | - Daniella Militianu
- Department of Radiology, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
| | - Orly Eshach
- Pediatric Gastroenterology Unit, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
| | - Sarit Ravid
- Pediatric Neurology Unit, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
| | - Ram Weiss
- Department of Pediatrics, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
| | - Yonatan Butbul Aviel
- Department of Pediatrics, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel; Pediatric Rheumatology Service, Ruth Rappaport Children's Hospital, Rambam Medical Center, Haifa, Israel
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37
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Kazeminejad A, Sotero RC. Topological Properties of Resting-State fMRI Functional Networks Improve Machine Learning-Based Autism Classification. Front Neurosci 2019; 12:1018. [PMID: 30686984 PMCID: PMC6335365 DOI: 10.3389/fnins.2018.01018] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 12/18/2018] [Indexed: 01/16/2023] Open
Abstract
Automatic algorithms for disease diagnosis are being thoroughly researched for use in clinical settings. They usually rely on pre-identified biomarkers to highlight the existence of certain problems. However, finding such biomarkers for neurodevelopmental disorders such as Autism Spectrum Disorder (ASD) has challenged researchers for many years. With enough data and computational power, machine learning (ML) algorithms can be used to interpret the data and extract the best biomarkers from thousands of candidates. In this study, we used the fMRI data of 816 individuals enrolled in the Autism Brain Imaging Data Exchange (ABIDE) to introduce a new biomarker extraction pipeline for ASD that relies on the use of graph theoretical metrics of fMRI-based functional connectivity to inform a support vector machine (SVM). Furthermore, we split the dataset into 5 age groups to account for the effect of aging on functional connectivity. Our methodology achieved better results than most state-of-the-art investigations on this dataset with the best model for the >30 years age group achieving an accuracy, sensitivity, and specificity of 95, 97, and 95%, respectively. Our results suggest that measures of centrality provide the highest contribution to the classification power of the models.
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Affiliation(s)
- Amirali Kazeminejad
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,Biomedical Engineering Graduate Program, University of Calgary, Calgary, AB, Canada
| | - Roberto C Sotero
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.,Biomedical Engineering Graduate Program, University of Calgary, Calgary, AB, Canada.,Department of Radiology, University of Calgary, Calgary, AB, Canada
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38
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Fadda GM, Cury VE. A Experiência de Mães e Pais no Relacionamento com o Filho Diagnosticado com Autismo. PSICOLOGIA: TEORIA E PESQUISA 2019. [DOI: 10.1590/0102.3772e35nspe2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Resumo Buscou-se compreender fenomenologicamente a experiência de mães e pais no relacionamento com o filho diagnosticado com autismo. A partir de encontros dialógicos com 11 participantes, narrativas foram construídas, considerando os principais elementos significativos da sua experiência. Os resultados principais foram: (a) o diagnóstico é desencadeador de uma nova compreensão sobre o filho; (b) as mães desenvolvem uma relação de exclusividade com o filho; (c) as mães descuidam de si para cuidarem bem do filho; (d) brincadeiras tornam o relacionamento mais gratificante; (e) a escola é percebida como uma parceira no cuidado do filho. Conclui-se que o relacionamento afetivo entre pais e filhos ultrapassa as limitações que a patologia impõe e pode ser potencializado pela atenção psicológica aos pais.
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39
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Hamzawy MA, El-Ghandour YB, Abdel-Aziem SH, Ali ZH. Leptin and camel milk abate oxidative stress status, genotoxicity induced in valproic acid rat model of autism. Int J Immunopathol Pharmacol 2018; 32:2058738418785514. [PMID: 30004275 PMCID: PMC6047246 DOI: 10.1177/2058738418785514] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
The aspect of treatment of autistic behaviour was investigated using valproic
acid rat model of pregnant female rats. Two main groups (10 male rats/group)
were treated for 6 days and then divided into six subgroups. The first group of
normal rats was divided into three subgroups: (A) – control group, (B) – treated
with camel milk (CAM; 2 mL/p.o) and (C) – treated with leptin (1000 µg/kg i.p)
twice daily. The second group of autistic rats was randomly distributed into
four subgroups as follows: (D) – positive control (autistics rats), (E) –
treated with CAM, (F) – treated with a moderate dose of leptin and (G) – treated
with a higher dose of leptin. Autistic behaviours of male offspring were checked
by grooming and elevated pulz maze tests. Valproic acid (VPA)-induced autistic
rats showed severe changes in oxidative stress markers, neurotransmitters and
inflammatory cytokines, besides genotoxic manifestation of expression of tumour
necrosis factor (TNF)-α, Bax and caspase-3. Leptin or CAM alone showed no signs
of toxicity. CAM showed pronounced improvement in control rats than control
itself. Leptin or CAM treatment of autistic animals showed a significant
improvement of all measured parameters and genetic expression values. The
improvement was pronounced in animals treated with CAM. These results suggest
that CAM is a potential therapeutic candidate for autism via regulation of
inflammatory and apoptotic pathways. Leptin plays an essential role in
alleviation of autistic behaviour through antioxidant effects.
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Affiliation(s)
- Mohamed A Hamzawy
- 1 Pharmacology & Toxicology Department, Faculty of Pharmacy, Fayoum University, Fayoum, Egypt
| | - Yasmin B El-Ghandour
- 2 Oral Biology Department, Faculty Oral and Dental Medicine, Cairo University, Egypt
| | | | - Zoba H Ali
- 2 Oral Biology Department, Faculty Oral and Dental Medicine, Cairo University, Egypt
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40
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Amorim L, Gouveia FV, Germann J, Zambori D, Morais R, Sato FM, Fongaro C, Portolese J, Brentani H, Martinez R. Oxytocin and Gynecomastia: Correlation or Causality? Cureus 2018; 10:e2661. [PMID: 30042912 PMCID: PMC6054360 DOI: 10.7759/cureus.2661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Oxytocin has been administered to patients with autism spectrum disorder (ASD) in order to improve social skills, communication, and manage repetitive behaviors in the context of research trials. The majority of the studies focus on acute administration; thus, the effectiveness and potential side effects of chronic administration remain unknown. The main goal of this case report is to highlight the importance of the safety parameters for the chronic use of intranasal oxytocin administration. In a single case conducted in our outpatient clinic, one adolescent (15 years old) received intranasal oxytocin (24 IU) twice per day, in accordance with the recommended doses for this age group that varies from 8 - 25 IU twice per day. After three weeks of treatment, the patient presented with gynecomastia. While it is not certain that the gynecomastia was oxytocin-induced, this case highlights the importance of developing optimal regimens for chronic oxytocin administration, with a particular focus on safety parameters.
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Affiliation(s)
- Leticia Amorim
- Instituto De Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, BRA
| | | | - Jürgen Germann
- Douglas Mental Health University Institute, McGill University Health Centre, Montreal, QC, Canada., Montreal, CAN
| | - Debora Zambori
- Instituto De Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, BRA
| | - Rosa Morais
- Instituto De Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, BRA
| | - Flavia M Sato
- Instituto De Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, BRA
| | - Camila Fongaro
- Instituto De Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, BRA
| | - Joana Portolese
- Instituto De Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, BRA
| | - Helena Brentani
- Instituto De Psiquiatria, Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, BRA
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41
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Marchezan J, Becker M, Schwartsmann G, Ohlweiler L, Roesler R, Renck LB, Gonçalves MMM, Ranzan J, Riesgo RDS. A Placebo-Controlled Crossover Trial of Gastrin-Releasing Peptide in Childhood Autism. Clin Neuropharmacol 2018; 40:108-112. [PMID: 28452904 DOI: 10.1097/wnf.0000000000000213] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The aim of this study was to evaluate the efficacy, safety, and tolerability of gastrin-releasing peptide (GRP) compared with placebo in autism spectrum disorder symptoms. METHODOLOGY This is a randomized, double-blind, placebo-controlled crossover trial using GRP 160 pmol/kg for 4 consecutive days in 10 children with autism. Outcomes were measured by the Aberrant Behavior Checklist (ABC) scale. RESULTS All participants were boys, aged between 4 and 9 years. There was a reduction in the scores of the ABC range and its subscales after use GRP and placebo. The reduction was more prominent with GRP, particularly in the subscale "hyperactivity and noncompliance," but there was no statistical difference between the results (P = 0.334). After a week of infusion, 5 children showed improvement of 25% or greater in the total score of the ABC scale with GRP use and 2 with placebo use; however, there was no statistical difference (P = 0.375). There were no adverse effects, changes in vital signs, or laboratory abnormalities associated with the use of GRP. CONCLUSIONS The results of this study, despite the small sample size, reinforce previous data on the safety of the GRP in short-term use. There is a need for further research with other designs and a larger sample size to evaluate the efficacy and safety of GRP in children with autism.
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Affiliation(s)
- Josemar Marchezan
- *Postgraduate Program in Child and Adolescent Health, School of Medicine, Federal University of Rio Grande do Sul; †Department of Pediatrics, Child Neurology Unit, Hospital de Clínicas de Porto Alegre; ‡Department of Internal Medicine, School of Medicine, Cancer and Neurobiology Laboratory, Experimental Research Center, Clinical Hospital (CPE-HCPA), §Department of Pharmacology, Institute for Basic Health Sciences, Cancer and Neurobiology Laboratory, Experimental Research Center, Clinical Hospital (CPE-HCPA), and ∥Department of Pediatrics, Child Neurology Unit, Postgraduate Program in Child and Adolescent Health, School of Medicine, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
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42
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Valenti D, Braidy N, De Rasmo D, Signorile A, Rossi L, Atanasov AG, Volpicella M, Henrion-Caude A, Nabavi SM, Vacca RA. Mitochondria as pharmacological targets in Down syndrome. Free Radic Biol Med 2018; 114:69-83. [PMID: 28838841 DOI: 10.1016/j.freeradbiomed.2017.08.014] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 08/16/2017] [Accepted: 08/18/2017] [Indexed: 12/17/2022]
Abstract
Mitochondria play a pivotal role in cellular energy-generating processes and are considered master regulators of cell life and death fate. Mitochondrial function integrates signalling networks in several metabolic pathways controlling neurogenesis and neuroplasticity. Indeed, dysfunctional mitochondria and mitochondrial-dependent activation of intracellular stress cascades are critical initiating events in many human neurodegenerative or neurodevelopmental diseases including Down syndrome (DS). It is well established that trisomy of human chromosome 21 can cause DS. DS is associated with neurodevelopmental delay, intellectual disability and early neurodegeneration. Recently, molecular mechanisms responsible for mitochondrial damage and energy deficits have been identified and characterized in several DS-derived human cells and animal models of DS. Therefore, therapeutic strategies targeting mitochondria could have great potential for new treatment regimens in DS. The purpose of this review is to highlight recent studies concerning mitochondrial impairment in DS, focusing on alterations of the molecular pathways controlling mitochondrial function. We will also discuss the effects and molecular mechanisms of naturally occurring and chemically synthetized drugs that exert neuroprotective effects through modulation of mitochondrial function and attenuation of oxidative stress. These compounds might represent novel therapeutic tools for the modulation of energy deficits in DS.
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Affiliation(s)
- Daniela Valenti
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, National Council of Research, Bari, Italy
| | - Nady Braidy
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Australia
| | - Domenico De Rasmo
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, National Council of Research, Bari, Italy
| | - Anna Signorile
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari, Italy
| | - Leonardo Rossi
- Department of Clinical and Experimental Medicine, University of Pisa, Italy
| | - A G Atanasov
- Institute of Genetics and Animal Breeding of the Polish Academy of Sciences, 05-552 Jastrzebiec, Poland; Department of Pharmacognosy, University of Vienna, 1090 Vienna, Austria; Department of Vascular Biology and Thrombosis Research, Center for Physiology and Pharmacology, Medical University of Vienna, 1090 Vienna, Austria
| | - Mariateresa Volpicella
- Department of Biosciences, Biotechnologies and Biopharmaceutics, University of Bari, Bari, Italy
| | - Alexandra Henrion-Caude
- INSERM U1163, Université Paris Descartes, Sorbonne Paris Cité, Institut Imagine, GenAtlas Platform, 24 Boulevard du Montparnasse, 75015 Paris, France
| | - S M Nabavi
- Applied Biotechnology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - R A Vacca
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, National Council of Research, Bari, Italy.
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Wright C, Shin JH, Rajpurohit A, Deep-Soboslay A, Collado-Torres L, Brandon NJ, Hyde TM, Kleinman JE, Jaffe AE, Cross AJ, Weinberger DR. Altered expression of histamine signaling genes in autism spectrum disorder. Transl Psychiatry 2017; 7:e1126. [PMID: 28485729 PMCID: PMC5534955 DOI: 10.1038/tp.2017.87] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 03/17/2017] [Accepted: 03/21/2017] [Indexed: 12/18/2022] Open
Abstract
The histaminergic system (HS) has a critical role in cognition, sleep and other behaviors. Although not well studied in autism spectrum disorder (ASD), the HS is implicated in many neurological disorders, some of which share comorbidity with ASD, including Tourette syndrome (TS). Preliminary studies suggest that antagonism of histamine receptors 1-3 reduces symptoms and specific behaviors in ASD patients and relevant animal models. In addition, the HS mediates neuroinflammation, which may be heightened in ASD. Together, this suggests that the HS may also be altered in ASD. Using RNA sequencing (RNA-seq), we investigated genome-wide expression, as well as a focused gene set analysis of key HS genes (HDC, HNMT, HRH1, HRH2, HRH3 and HRH4) in postmortem dorsolateral prefrontal cortex (DLPFC) initially in 13 subjects with ASD and 39 matched controls. At the genome level, eight transcripts were differentially expressed (false discovery rate <0.05), six of which were small nucleolar RNAs (snoRNAs). There was no significant diagnosis effect on any of the individual HS genes but expression of the gene set of HNMT, HRH1, HRH2 and HRH3 was significantly altered. Curated HS gene sets were also significantly differentially expressed. Differential expression analysis of these gene sets in an independent RNA-seq ASD data set from DLPFC of 47 additional subjects confirmed these findings. Understanding the physiological relevance of an altered HS may suggest new therapeutic options for the treatment of ASD.
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Affiliation(s)
- C Wright
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA,AstraZeneca Postdoc Program, Innovative Medicines and Early Development, Waltham, MA, USA
| | - J H Shin
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - A Rajpurohit
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - A Deep-Soboslay
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - L Collado-Torres
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - N J Brandon
- AstraZeneca Neuroscience, Innovative Medicines and Early Development, Waltham, MA, USA
| | - T M Hyde
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA,Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA,Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - J E Kleinman
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA,Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - A E Jaffe
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA,Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA,Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - A J Cross
- AstraZeneca Neuroscience, Innovative Medicines and Early Development, Waltham, MA, USA
| | - D R Weinberger
- Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA,Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA,Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA,The Solomon H. Snyder Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD, USA,McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA,Lieber Institute for Brain Development, Clinical Sciences, Johns Hopkins School of Medicine, Johns Hopkins Medical Campus, 855 North Wolfe Street, Suite 300, 3rd Floor, Baltimore, MD 21205, USA. E-mail:
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44
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Bagaiolo LF, Mari JDJ, Bordini D, Ribeiro TC, Martone MCC, Caetano SC, Brunoni D, Brentani H, Paula CS. Procedures and compliance of a video modeling applied behavior analysis intervention for Brazilian parents of children with autism spectrum disorders. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2017; 21:603-610. [PMID: 28366047 DOI: 10.1177/1362361316677718] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Video modeling using applied behavior analysis techniques is one of the most promising and cost-effective ways to improve social skills for parents with autism spectrum disorder children. The main objectives were: (1) To elaborate/describe videos to improve eye contact and joint attention, and to decrease disruptive behaviors of autism spectrum disorder children, (2) to describe a low-cost parental training intervention, and (3) to assess participant's compliance. This is a descriptive study of a clinical trial for autism spectrum disorder children. The parental training intervention was delivered over 22 weeks based on video modeling. Parents with at least 8 years of schooling with an autism spectrum disorder child between 3 and 6 years old with an IQ lower than 70 were invited to participate. A total of 67 parents fulfilled the study criteria and were randomized into two groups: 34 as the intervention and 33 as controls. In all, 14 videos were recorded covering management of disruptive behaviors, prompting hierarchy, preference assessment, and acquisition of better eye contact and joint attention. Compliance varied as follows: good 32.4%, reasonable 38.2%, low 5.9%, and 23.5% with no compliance. Video modeling parental training seems a promising, feasible, and low-cost way to deliver care for children with autism spectrum disorder, particularly for populations with scarce treatment resources.
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Affiliation(s)
- Leila F Bagaiolo
- 1 Federal University of São Paulo (UNIFESP), Brazil.,2 Behavioural Intervention Group, Brazil
| | | | | | | | | | | | | | | | - Cristiane S Paula
- 1 Federal University of São Paulo (UNIFESP), Brazil.,5 Mackenzie Presbyterian University, Brazil
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45
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Teixeira MCTV, Brunoni D, Carreiro LRR, Braga AC, Silva NAD, Paula CS. Mismatch between diagnostic reports and special educational needs classification in a public educational system. ARQUIVOS DE NEURO-PSIQUIATRIA 2017; 75:244-247. [PMID: 28489145 DOI: 10.1590/0004-282x20170025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 11/03/2016] [Indexed: 06/07/2023]
Abstract
OBJECTIVE To assess the diagnostic status, the sociodemographic and health profiles for students with special educational needs (SEN) in a public educational system, and to map their use of educational/social services. METHODS The sample comprised 1,202 SEN students from a total of 59,344 students. RESULTS Only 792 students of the 1,202 had an established diagnosis. The most prevalent SEN condition was intellectual disability. There was a low percentage (29.4%) of use of specialized educational services or support. It was found that, for some neurodevelopmental disorders, prevalence data suggest an under-reporting in the school system. CONCLUSION Results suggest that there is a mismatch between the diagnostic reports and the SEN condition legally recognized according to Brazilian law, in addition to the under-reporting and under specialized service use of students with disabilities.
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Affiliation(s)
| | - Décio Brunoni
- Universidade Presbiteriana Mackenzie; Programa de Pós-graduação em Distúrbios do Desenvolvimento; São Paulo SP, Brasil
| | | | - Ana Claudia Braga
- Universidade Presbiteriana Mackenzie; Programa de Pós-graduação em Distúrbios do Desenvolvimento; São Paulo SP, Brasil
| | - Naiara Adorna da Silva
- Universidade Presbiteriana Mackenzie; Programa de Pós-graduação em Distúrbios do Desenvolvimento; São Paulo SP, Brasil
| | - Cristiane Silvestre Paula
- Universidade Presbiteriana Mackenzie; Programa de Pós-graduação em Distúrbios do Desenvolvimento; São Paulo SP, Brasil
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46
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Social communication in children with autism spectrum disorder (asd): Correlation between DSM-5 and autism classification system of functioning-social communication (ACSF:SC). Autism Res 2017; 10:1249-1258. [DOI: 10.1002/aur.1772] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 01/31/2017] [Accepted: 02/04/2017] [Indexed: 12/29/2022]
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47
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Abdulamir HA, Abdul-Rasheed OF, Abdulghani EA. Low oxytocin and melatonin levels and their possible role in the diagnosis and prognosis in Iraqi autistic children. Saudi Med J 2017; 37:29-36. [PMID: 26739971 PMCID: PMC4724675 DOI: 10.15537/smj.2016.1.13183] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Objectives: To test the possible association between oxytocin and melatonin levels with the severity of social and cognitive dysfunctions, and to study the correlation between these parameters in children with autism. Methods: A case-control study was carried out in the Department of Chemistry and Biochemistry, College of Medicine, Al-Nahrain University, Baghdad, Iraq. The study was performed on 60 male autistic patients recruited from the Pediatric Department of Al-Sader General Hospital, Baghdad, Iraq between November 2014 and April 2015. The levels of oxytocin and melatonin were measured in the serum of these autistic male patients, and categorized as mild, moderate, and severe (20 patients each), and was compared with 26 age- and gender-matched control subjects. Results: The data indicated that the levels of oxytocin (44.72 ± 36.1 µIU/mL) and melatonin in patients (23.08 ± 10.41 pg/mL) were significantly lower (p<0.05) than that of age-matched (102.1 ± 34.31 µIU/mL) and gender-matched controls (53.05 ± 38.38 pg/mL). These parameters were remarkably associated with the severity of the disease that was indicated by the significant decrease in the levels of oxytocin (47 ± 25.47 µIU/mL) and melatonin in moderate (20 ± 6.14 pg/mL), and patients with severe oxytocin (27.92 ± 10.23 µIU/mL) and patients with severe melatonin (21.69 ± 7.02 pg/mL) when compared with mild autistic patients with oxytocin (59.22 ± 27.32 µIU/mL) and melatonin (27.55 ± 14.71 pg/mL). These 2 parameters showed a significant positive correlation with each other in moderate (r=0.513; p=0.021), and severe patients (r=0.598; p=0.005). Conclusion: Receiver operating characteristic analysis revealed that oxytocin can be considered as a good diagnostic marker in severe autistic patients while melatonin can be considered as a good diagnostic marker in all autistic subgroups. This study proves the possibility of using oxytocin and melatonin in the diagnosis, and as markers of autism severity.
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Affiliation(s)
- Haidar A. Abdulamir
- From the Department of Pharmacy (Abdulamir), Al Yarmouk University College, the Department of Chemistry and Biochemistry (Abdul-Rasheed), College of Medicine, Al-Nahrain University, the Ministry of Health (Abdulghani), Baghdad, Iraq
- Address correspondence and reprint request to: Dr. Omar F. Abdul-Rasheed, Department of Chemistry and Biochemistry, College of Medicine, Al-Nahrain University, Baghdad, Iraq. E-mail:
| | - Omar F. Abdul-Rasheed
- From the Department of Pharmacy (Abdulamir), Al Yarmouk University College, the Department of Chemistry and Biochemistry (Abdul-Rasheed), College of Medicine, Al-Nahrain University, the Ministry of Health (Abdulghani), Baghdad, Iraq
| | - Emad A. Abdulghani
- From the Department of Pharmacy (Abdulamir), Al Yarmouk University College, the Department of Chemistry and Biochemistry (Abdul-Rasheed), College of Medicine, Al-Nahrain University, the Ministry of Health (Abdulghani), Baghdad, Iraq
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Chiu YL, Kao S, Tou SW, Lin FG. Effects of heterogeneous risk factors on psychological distress in adolescents with autism and victimization experiences in Taiwan. Disabil Rehabil 2016; 40:42-51. [PMID: 27782753 DOI: 10.1080/09638288.2016.1242173] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE To investigate the prevalence of various types of bullying victimization among adolescents with autism spectrum disorder (ASD) and examine the effects of victimization on the mental health of adolescents with ASD. METHODS The sample was collected from the Special Needs Education Longitudinal Study (SNELS) database released in 2011. Variables comprising seven psychological distress (PD) items and four types of bullying victimization and family-, school-, and peer-related factors were included in a multivariate regression analysis. RESULTS Exclusion and verbal bullying were most frequently reported, 72.4% of students with ASD experiencing exclusion bullying and 66% of them experiencing verbal bullying. Among the victims, delayed bedtime, use of medication, and conflicts with parents significantly increased PD. By contrast, good relationships with parents and friends and liking school environments relieved PD symptoms. Furthermore, delayed bedtime after 12 a.m. enhanced the effects of exclusion victimization on PD in the participants. CONCLUSIONS Our results indicated that bullying victimization among adolescents with ASD was a risk factor for their psychological well-being. Nevertheless, good parent-adolescent and interpeer relationships improved their mental health. Our results can serve as a reference in implementing strategies for motivating parents and teachers to pay more attention to the needs of adolescents with ASD. Implications for Rehabilitation More than 80% of adolescents with autism experience at least one type of bullying victimization. Bullying victimization attributes to a major factor influencing mental health of adolescents with autism. Good parent-adolescent and interpeer relationships can play beneficial roles in improving mental health of the adolescents.
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Affiliation(s)
- Yu-Lung Chiu
- a Graduate Institute of Medical Sciences, National Defense Medical Center , Taipei , Taiwan, ROC.,b School of Public Health , National Defense Medical Center , Taipei , Taiwan, ROC
| | - Senyeong Kao
- b School of Public Health , National Defense Medical Center , Taipei , Taiwan, ROC
| | - Shao-Wen Tou
- b School of Public Health , National Defense Medical Center , Taipei , Taiwan, ROC
| | - Fu-Gong Lin
- b School of Public Health , National Defense Medical Center , Taipei , Taiwan, ROC
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Beddows N, Brooks R. Inappropriate sexual behaviour in adolescents with autism spectrum disorder: what education is recommended and why. Early Interv Psychiatry 2016; 10:282-9. [PMID: 26265030 DOI: 10.1111/eip.12265] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2015] [Accepted: 07/12/2015] [Indexed: 11/28/2022]
Abstract
AIM Autism spectrum disorder (ASD) is a neurodevelopmental disorder impairing social skills and communication. Adolescents with ASD have sexual needs, but may not understand their physical and emotional development resulting in inappropriate sexual behaviour. The aim of this review is to describe the type of inappropriate behaviour that presents in these adolescents, explain why such behaviours occur, suggest what education is suitable and identify current gaps in research. METHOD The databases EMBASE, OVID MEDLINE and PSYCINFO were searched for relevant articles. In total, 5241 articles were found, with an additional 15 sources found via soft searches, of which 42 met inclusion criteria and were subsequently reviewed. RESULTS Sexual behaviours that occur in these adolescents with ASD include hypermasturbation, public masturbation, inappropriate romantic gestures, inappropriate arousal and exhibitionism. Such behaviours are thought to be caused via a lack of understanding of normal puberty, the absence of appropriate sex education, the severity of their ASD and other associated problems. It is suggested that individualized, repetitive education should be started from an early age in an accessible form. Social skills development is also important before more technical aspects of sex education are taught. CONCLUSION Despite being such a common problem for schools, institutions and families to manage, it is surprising how sparse literature is particularly regarding why inappropriate behaviour occurs and what education is effective.
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Lázaro CP, Pondé MP, Rodrigues LEA. Opioid peptides and gastrointestinal symptoms in autism spectrum disorders. ACTA ACUST UNITED AC 2016; 38:243-6. [PMID: 27304256 PMCID: PMC7194264 DOI: 10.1590/1516-4446-2015-1777] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Accepted: 01/24/2016] [Indexed: 12/26/2022]
Abstract
Autism spectrum disorders (ASDs) are characterized by deficits in the individual's ability to socialize, communicate, and use the imagination, in addition to stereotyped behaviors. These disorders have a heterogenous phenotype, both in relation to symptoms and regarding severity. Organic problems related to the gastrointestinal tract are often associated with ASD, including dysbiosis, inflammatory bowel disease, exocrine pancreatic insufficiency, celiac disease, indigestion, malabsorption, food intolerance, and food allergies, leading to vitamin deficiencies and malnutrition. In an attempt to explain the pathophysiology involved in autism, a theory founded on opioid excess has been the focus of various investigations, since it partially explains the symptomatology of the disorder. Another hypothesis has been put forward whereby the probable triggers of ASDs would be related to the presence of bacteria in the bowel, oxidative stress, and intestinal permeability. The present update reviews these hypotheses.
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Affiliation(s)
- Cristiane P Lázaro
- Escola Bahiana de Medicina e Saúde Pública (BAHIANA), Salvador, BA, Brazil.,Laboratório Interdisciplinar de Pesquisa em Autismo (LABIRINTO), Salvador, BA, Brazil
| | - Milena P Pondé
- Escola Bahiana de Medicina e Saúde Pública (BAHIANA), Salvador, BA, Brazil.,Laboratório Interdisciplinar de Pesquisa em Autismo (LABIRINTO), Salvador, BA, Brazil
| | - Luiz E A Rodrigues
- Escola Bahiana de Medicina e Saúde Pública (BAHIANA), Salvador, BA, Brazil.,Laboratório Interdisciplinar de Pesquisa em Autismo (LABIRINTO), Salvador, BA, Brazil.,Departamento de Bioquímica, Laboratório de Pesquisas Básicas, BAHIANA, Salvador, BA, Brazil
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