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de Medeiros Marcos GVT, Feitosa DDM, Paiva KM, Oliveira RF, da Rocha GS, de Medeiros Guerra LM, de Araújo DP, Goes HM, Costa S, de Oliveira LC, Guzen FP, de Souza Júnior JE, de Moura Freire MA, de Aquino ACQ, de Gois Morais PLA, de Paiva Cavalcanti JRL. Volumetric alterations in the basal ganglia in autism Spectrum disorder: A systematic review. Int J Dev Neurosci 2024; 84:163-176. [PMID: 38488315 DOI: 10.1002/jdn.10322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 01/29/2024] [Accepted: 02/13/2024] [Indexed: 05/04/2024] Open
Abstract
INTRODUCTION Recent research indicates that some brain structures show alterations in conditions such as Autism Spectrum Disorder (ASD). Among them, are the basal ganglia that are involved in motor, cognitive and behavioral neural circuits. OBJECTIVE Review the literature that describes possible volumetric alterations in the basal ganglia of individuals with ASD and the impacts that these changes have on the severity of the condition. METHODOLOGY This systematic review was registered in the design and reported according to the PRISMA Items and registered in PROSPERO (CRD42023394787). The study analyzed data from published clinical, case-contemplate, and cohort trials. The following databases were consulted: PubMed, Embase, Scopus, and Cochrane Central Register of Controlled Trials, using the Medical Subject Titles (MeSH) "Autism Spectrum Disorder" and "Basal Ganglia". The last search was carried out on February 28, 2023. RESULTS Thirty-five eligible articles were collected, analyzed, and grouped according to the levels of alterations. CONCLUSION The present study showed important volumetric alterations in the basal ganglia in ASD. However, the examined studies have methodological weaknesses that do not allow generalization and correlation with ASD manifestations.
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Affiliation(s)
| | | | - Karina Maia Paiva
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Rodrigo Freire Oliveira
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Gabriel Sousa da Rocha
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Luís Marcos de Medeiros Guerra
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Dayane Pessoa de Araújo
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | | | - Silva Costa
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Lucidio Clebeson de Oliveira
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Fausto Pierdoná Guzen
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - José Edvan de Souza Júnior
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Marco Aurélio de Moura Freire
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
| | - Antonio Carlos Queiroz de Aquino
- Laboratory of Experimental Neurology, Department of Health Sciences, State University of Rio Grande do Norte, Mossoró, RN, Brazil
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2
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Barik K, Watanabe K, Bhattacharya J, Saha G. A Fusion-Based Machine Learning Approach for Autism Detection in Young Children Using Magnetoencephalography Signals. J Autism Dev Disord 2023; 53:4830-4848. [PMID: 36192669 PMCID: PMC10627976 DOI: 10.1007/s10803-022-05767-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/16/2022] [Indexed: 11/29/2022]
Abstract
In this study, we aimed to find biomarkers of autism in young children. We recorded magnetoencephalography (MEG) in thirty children (4-7 years) with autism and thirty age, gender-matched controls while they were watching cartoons. We focused on characterizing neural oscillations by amplitude (power spectral density, PSD) and phase (preferred phase angle, PPA). Machine learning based classifier showed a higher classification accuracy (88%) for PPA features than PSD features (82%). Further, by a novel fusion method combining PSD and PPA features, we achieved an average classification accuracy of 94% and 98% for feature-level and score-level fusion, respectively. These findings reveal discriminatory patterns of neural oscillations of autism in young children and provide novel insight into autism pathophysiology.
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Affiliation(s)
- Kasturi Barik
- Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India
| | - Katsumi Watanabe
- Faculty of Science and Engineering, Waseda University, Tokyo, Japan
| | | | - Goutam Saha
- Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India
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3
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Rowland ME, Jiang Y, Shafiq S, Ghahramani A, Pena-Ortiz MA, Dumeaux V, Bérubé NG. Systemic and intrinsic functions of ATRX in glial cell fate and CNS myelination in male mice. Nat Commun 2023; 14:7090. [PMID: 37925436 PMCID: PMC10625541 DOI: 10.1038/s41467-023-42752-y] [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: 01/17/2020] [Accepted: 10/20/2023] [Indexed: 11/06/2023] Open
Abstract
Myelin, an extension of the oligodendrocyte plasma membrane, wraps around axons to facilitate nerve conduction. Myelination is compromised in ATR-X intellectual disability syndrome patients, but the causes are unknown. We show that loss of ATRX leads to myelination deficits in male mice that are partially rectified upon systemic thyroxine administration. Targeted ATRX inactivation in either neurons or oligodendrocyte progenitor cells (OPCs) reveals OPC-intrinsic effects on myelination. OPCs lacking ATRX fail to differentiate along the oligodendrocyte lineage and acquire a more plastic state that favors astrocytic differentiation in vitro and in vivo. ATRX chromatin occupancy in OPCs greatly overlaps with that of the chromatin remodelers CHD7 and CHD8 as well as H3K27Ac, a mark of active enhancers. Overall, our data indicate that ATRX regulates the onset of myelination systemically via thyroxine, and by promoting OPC differentiation and suppressing astrogliogenesis. These functions of ATRX identified in mice could explain white matter pathogenesis observed in ATR-X syndrome patients.
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Affiliation(s)
- Megan E Rowland
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- Children's Health Research Institute, Division of Genetics & Development, London, ON, Canada
| | - Yan Jiang
- Children's Health Research Institute, Division of Genetics & Development, London, ON, Canada
- Department of Paediatrics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Sarfraz Shafiq
- Children's Health Research Institute, Division of Genetics & Development, London, ON, Canada
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Alireza Ghahramani
- Children's Health Research Institute, Division of Genetics & Development, London, ON, Canada
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Miguel A Pena-Ortiz
- Children's Health Research Institute, Division of Genetics & Development, London, ON, Canada
- Graduate Program in Neuroscience, Western University, London, ON, Canada
| | - Vanessa Dumeaux
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Nathalie G Bérubé
- Children's Health Research Institute, Division of Genetics & Development, London, ON, Canada.
- Department of Paediatrics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
- Graduate Program in Neuroscience, Western University, London, ON, Canada.
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
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4
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Kang J, Li X, Casanova MF, Sokhadze EM, Geng X. Impact of repetitive transcranial magnetic stimulation on the directed connectivity of autism EEG signals: a pilot study. Med Biol Eng Comput 2022; 60:3655-3664. [DOI: 10.1007/s11517-022-02693-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 10/06/2022] [Indexed: 11/11/2022]
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5
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Foster NC, Bennett SJ, Causer J, Elliott D, Bird G, Hayes SJ. Getting Off to a Shaky Start: Specificity in Planning and Feedforward Control During Sensorimotor Learning in Autism Spectrum Disorder. Autism Res 2019; 13:423-435. [DOI: 10.1002/aur.2214] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 09/09/2019] [Accepted: 09/10/2019] [Indexed: 11/06/2022]
Affiliation(s)
- Nathan C. Foster
- Cognition, Motion and Neuroscience UnitFondazione Istituto Italiano di Tecnologia Genoa Italy
- Research Institute for Sport and Exercise SciencesLiverpool John Moores University Liverpool UK
| | - Simon J. Bennett
- Research Institute for Sport and Exercise SciencesLiverpool John Moores University Liverpool UK
| | - Joe Causer
- Research Institute for Sport and Exercise SciencesLiverpool John Moores University Liverpool UK
| | - Digby Elliott
- Department of KinesiologyMcMaster University Ontario Canada
| | - Geoffrey Bird
- Department of Experimental PsychologyUniversity of Oxford Oxford UK
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and NeuroscienceKing's College London London UK
| | - Spencer J. Hayes
- Department of Psychology and Human DevelopmentInstitute of Education, University College London UK
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6
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Al Qattan D, Shatarat A, Alzghoul L, Khaled A, Abdallah A, ELBeltagy M. Gender differences in the rat corpus callosum: An ultrastructure study. Anat Histol Embryol 2019; 48:437-443. [PMID: 31348546 DOI: 10.1111/ahe.12464] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 05/12/2019] [Accepted: 06/03/2019] [Indexed: 11/27/2022]
Abstract
Sexual dimorphism exists at all levels of the nervous system, from genetic, anatomical and system levels. The sexual dimorphism in the axonal content of the corpus callosum (CC) has always been controversial; hence, the aim of this study was to analyse the differences in total, myelinated and unmyelinated axons density of various regions of the CC between male and female rats. To assess that, six pairs of adult male and female rats were perfused and the CC was removed and sectioned. Four sections from different subregions of the corpus callosum that represent the genu, anterior body, posterior body, and splenium, were stained, and electron microscopic images were captured using stereological guidelines. Later, the axons density for each subregion was calculated and compared between males and females. The findings of the present study indicated region-specific differences in the myelinated, unmyelinated or the ratio of myelinated/total axons in the CC between male and female rats.
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Affiliation(s)
- Duaa Al Qattan
- Department of Pathology, The University of Jordan, Amman, Jordan
| | - Amjad Shatarat
- Department of Anatomy, The University of Jordan, Amman, Jordan
| | - Loai Alzghoul
- Department of Physiology, The University of Jordan, Amman, Jordan
| | - Aya Khaled
- Department of Pharmacology, The University of Jordan, Amman, Jordan
| | - Ala Abdallah
- Department of Pharmacology, The University of Jordan, Amman, Jordan
| | - Maha ELBeltagy
- Department of Anatomy, The University of Jordan, Amman, Jordan.,Menoufi University, Shibin Al Kawm, Egypt
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7
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Increased white matter metabolic rates in autism spectrum disorder and schizophrenia. Brain Imaging Behav 2019; 12:1290-1305. [PMID: 29168086 DOI: 10.1007/s11682-017-9785-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Both autism spectrum disorder (ASD) and schizophrenia are often characterized as disorders of white matter integrity. Multimodal investigations have reported elevated metabolic rates, cerebral perfusion and basal activity in various white matter regions in schizophrenia, but none of these functions has previously been studied in ASD. We used 18fluorodeoxyglucose positron emission tomography to compare white matter metabolic rates in subjects with ASD (n = 25) to those with schizophrenia (n = 41) and healthy controls (n = 55) across a wide range of stereotaxically placed regions-of-interest. Both subjects with ASD and schizophrenia showed increased metabolic rates across the white matter regions assessed, including internal capsule, corpus callosum, and white matter in the frontal and temporal lobes. These increases were more pronounced, more widespread and more asymmetrical in subjects with ASD than in those with schizophrenia. The highest metabolic increases in both disorders were seen in the prefrontal white matter and anterior limb of the internal capsule. Compared to normal controls, differences in gray matter metabolism were less prominent and differences in adjacent white matter metabolism were more prominent in subjects with ASD than in those with schizophrenia. Autism spectrum disorder and schizophrenia are associated with heightened metabolic activity throughout the white matter. Unlike in the gray matter, the vector of white matter metabolic abnormalities appears to be similar in ASD and schizophrenia, may reflect inefficient functional connectivity with compensatory hypermetabolism, and may be a common feature of neurodevelopmental disorders.
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8
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Nagy J, Kobolák J, Berzsenyi S, Ábrahám Z, Avci HX, Bock I, Bekes Z, Hodoscsek B, Chandrasekaran A, Téglási A, Dezső P, Koványi B, Vörös ET, Fodor L, Szél T, Németh K, Balázs A, Dinnyés A, Lendvai B, Lévay G, Román V. Altered neurite morphology and cholinergic function of induced pluripotent stem cell-derived neurons from a patient with Kleefstra syndrome and autism. Transl Psychiatry 2017; 7:e1179. [PMID: 28742076 PMCID: PMC5538124 DOI: 10.1038/tp.2017.144] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 04/28/2017] [Indexed: 01/05/2023] Open
Abstract
The aim of the present study was to establish an in vitro Kleefstra syndrome (KS) disease model using the human induced pluripotent stem cell (hiPSC) technology. Previously, an autism spectrum disorder (ASD) patient with Kleefstra syndrome (KS-ASD) carrying a deleterious premature termination codon mutation in the EHMT1 gene was identified. Patient specific hiPSCs generated from peripheral blood mononuclear cells of the KS-ASD patient were differentiated into post-mitotic cortical neurons. Lower levels of EHMT1 mRNA as well as protein expression were confirmed in these cells. Morphological analysis on neuronal cells differentiated from the KS-ASD patient-derived hiPSC clones showed significantly shorter neurites and reduced arborization compared to cells generated from healthy controls. Moreover, density of dendritic protrusions of neuronal cells derived from KS-ASD hiPSCs was lower than that of control cells. Synaptic connections and spontaneous neuronal activity measured by live cell calcium imaging could be detected after 5 weeks of differentiation, when KS-ASD cells exhibited higher sensitivity of calcium responses to acetylcholine stimulation indicating a lower nicotinic cholinergic tone at baseline condition in KS-ASD cells. In addition, gene expression profiling of differentiated neuronal cells from the KS-ASD patient revealed higher expression of proliferation-related genes and lower mRNA levels of genes involved in neuronal maturation and migration. Our data demonstrate anomalous neuronal morphology, functional activity and gene expression in KS-ASD patient-specific hiPSC-derived neuronal cultures, which offers an in vitro system that contributes to a better understanding of KS and potentially other neurodevelopmental disorders including ASD.
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Affiliation(s)
- J Nagy
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary,Laboratory of Molecular Cell Biology, Gedeon Richter Plc. Gyömrői út 19-21., Budapest 1103, Hungary. E-mail:
| | | | - S Berzsenyi
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - Z Ábrahám
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - H X Avci
- BioTalentum Ltd., Gödöllő, Hungary
| | - I Bock
- BioTalentum Ltd., Gödöllő, Hungary
| | - Z Bekes
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - B Hodoscsek
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | | | | | - P Dezső
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - B Koványi
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - E T Vörös
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - L Fodor
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - T Szél
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - K Németh
- Autism Foundation, Budapest, Hungary
| | - A Balázs
- Autism Foundation, Budapest, Hungary
| | | | - B Lendvai
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - G Lévay
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
| | - V Román
- Pharmacology and Drug Safety Research, Gedeon Richter Plc., Budapest, Hungary
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9
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Bolton JL, Marinero S, Hassanzadeh T, Natesan D, Le D, Belliveau C, Mason SN, Auten RL, Bilbo SD. Gestational Exposure to Air Pollution Alters Cortical Volume, Microglial Morphology, and Microglia-Neuron Interactions in a Sex-Specific Manner. Front Synaptic Neurosci 2017; 9:10. [PMID: 28620294 PMCID: PMC5449437 DOI: 10.3389/fnsyn.2017.00010] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 05/09/2017] [Indexed: 12/22/2022] Open
Abstract
Microglia are the resident immune cells of the brain, important for normal neural development in addition to host defense in response to inflammatory stimuli. Air pollution is one of the most pervasive and harmful environmental toxicants in the modern world, and several large scale epidemiological studies have recently linked prenatal air pollution exposure with an increased risk of neurodevelopmental disorders such as autism spectrum disorder (ASD). Diesel exhaust particles (DEP) are a primary toxic component of air pollution, and markedly activate microglia in vitro and in vivo in adult rodents. We have demonstrated that prenatal exposure to DEP in mice, i.e., to the pregnant dams throughout gestation, results in a persistent vulnerability to behavioral deficits in adult offspring, especially in males, which is intriguing given the greater incidence of ASD in males to females (∼4:1). Moreover, there is a striking upregulation of toll-like receptor (TLR) 4 gene expression within the brains of the same mice, and this expression is primarily in microglia. Here we explored the impact of gestational exposure to DEP or vehicle on microglial morphology in the developing brains of male and female mice. DEP exposure increased inflammatory cytokine protein and altered the morphology of microglia, consistent with activation or a delay in maturation, only within the embryonic brains of male mice; and these effects were dependent on TLR4. DEP exposure also increased cortical volume at embryonic day (E)18, which switched to decreased volume by post-natal day (P)30 in males, suggesting an impact on the developing neural stem cell niche. Consistent with this hypothesis, we found increased microglial-neuronal interactions in male offspring that received DEP compared to all other groups. Taken together, these data suggest a mechanism by which prenatal exposure to environmental toxins may affect microglial development and long-term function, and thereby contribute to the risk of neurodevelopmental disorders.
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Affiliation(s)
- Jessica L Bolton
- Department of Psychology and Neuroscience, Duke University, DurhamNC, United States
| | - Steven Marinero
- Department of Neurobiology, Duke University Medical Center, DurhamNC, United States
| | - Tania Hassanzadeh
- Department of Psychology and Neuroscience, Duke University, DurhamNC, United States
| | - Divya Natesan
- Department of Psychology and Neuroscience, Duke University, DurhamNC, United States
| | - Dominic Le
- Department of Psychology and Neuroscience, Duke University, DurhamNC, United States
| | - Christine Belliveau
- Department of Psychology and Neuroscience, Duke University, DurhamNC, United States
| | - S N Mason
- Department of Pediatrics, Division of Neonatal Medicine, Duke University Medical Center, DurhamNC, United States
| | - Richard L Auten
- Department of Pediatrics, Division of Neonatal Medicine, Duke University Medical Center, DurhamNC, United States
| | - Staci D Bilbo
- Department of Psychology and Neuroscience, Duke University, DurhamNC, United States.,Department of Neurobiology, Duke University Medical Center, DurhamNC, United States.,Department of Pediatrics and Program in Neuroscience, Lurie Center for Autism, Harvard Medical School, Massachusetts General Hospital for Children, BostonMA, United States
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10
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Irimia A, Torgerson CM, Jacokes ZJ, Van Horn JD. The connectomes of males and females with autism spectrum disorder have significantly different white matter connectivity densities. Sci Rep 2017; 7:46401. [PMID: 28397802 PMCID: PMC5387713 DOI: 10.1038/srep46401] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 03/17/2017] [Indexed: 12/05/2022] Open
Abstract
Autism spectrum disorder (ASD) encompasses a set of neurodevelopmental conditions whose striking sex-related disparity (with an estimated male-to-female ratio of 4:1) remains unknown. Here we use magnetic resonance imaging (MRI) and diffusion weighted imaging (DWI) to identify the brain structure correlates of the sex-by-ASD diagnosis interaction in a carefully selected cohort of 110 ASD patients (55 females) and 83 typically-developing (TD) subjects (40 females). The interaction was found to be predicated primarily upon white matter connectivity density innervating, bilaterally, the lateral aspect of the temporal lobe, the temporo-parieto-occipital junction and the medial parietal lobe. By contrast, regional gray matter (GM) thickness and volume are not found to modulate this interaction significantly. When interpreted in the context of previous studies, our findings add considerable weight to three long-standing hypotheses according to which the sex disparity of ASD incidence is (A) due to WM connectivity rather than to GM differences, (B) modulated to a large extent by temporoparietal connectivity, and (C) accompanied by brain function differences driven by these effects. Our results contribute substantially to the task of unraveling the biological mechanisms giving rise to the sex disparity in ASD incidence, whose clinical implications are significant.
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Affiliation(s)
- Andrei Irimia
- Laboratory of Neuro Imaging, USC Mark &Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Avenue, Los Angeles CA 90032 USA
| | - Carinna M Torgerson
- Laboratory of Neuro Imaging, USC Mark &Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Avenue, Los Angeles CA 90032 USA
| | - Zachary J Jacokes
- Laboratory of Neuro Imaging, USC Mark &Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Avenue, Los Angeles CA 90032 USA
| | - John D Van Horn
- Laboratory of Neuro Imaging, USC Mark &Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Avenue, Los Angeles CA 90032 USA
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11
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Grecucci A, Rubicondo D, Siugzdaite R, Surian L, Job R. Uncovering the Social Deficits in the Autistic Brain. A Source-Based Morphometric Study. Front Neurosci 2016; 10:388. [PMID: 27630538 PMCID: PMC5005369 DOI: 10.3389/fnins.2016.00388] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 08/09/2016] [Indexed: 11/17/2022] Open
Abstract
Autism is a neurodevelopmental disorder that mainly affects social interaction and communication. Evidence from behavioral and functional MRI studies supports the hypothesis that dysfunctional mechanisms involving social brain structures play a major role in autistic symptomatology. However, the investigation of anatomical abnormalities in the brain of people with autism has led to inconsistent results. We investigated whether specific brain regions, known to display functional abnormalities in autism, may exhibit mutual and peculiar patterns of covariance in their gray-matter concentrations. We analyzed structural MRI images of 32 young men affected by autistic disorder (AD) and 50 healthy controls. Controls were matched for sex, age, handedness. IQ scores were also monitored to avoid confounding. A multivariate Source-Based Morphometry (SBM) was applied for the first time on AD and controls to detect maximally independent networks of gray matter. Group comparison revealed a gray-matter source that showed differences in AD compared to controls. This network includes broad temporal regions involved in social cognition and high-level visual processing, but also motor and executive areas of the frontal lobe. Notably, we found that gray matter differences, as reflected by SBM, significantly correlated with social and behavioral deficits displayed by AD individuals and encoded via the Autism Diagnostic Observation Schedule scores. These findings provide support for current hypotheses about the neural basis of atypical social and mental states information processing in autism.
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Affiliation(s)
- Alessandro Grecucci
- Department of Psychology and Cognitive Sciences, University of Trento Trento, Italy
| | - Danilo Rubicondo
- Department of Psychology and Cognitive Sciences, University of TrentoTrento, Italy; Center for Mind/Brain Sciences, University of TrentoTrento, Italy
| | - Roma Siugzdaite
- Department of Experimental Psychology, Faculty of Psychological and Pedagogical Sciences, Ghent University Ghent, Belgium
| | - Luca Surian
- Department of Psychology and Cognitive Sciences, University of Trento Trento, Italy
| | - Remo Job
- Department of Psychology and Cognitive Sciences, University of Trento Trento, Italy
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12
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Abstract
Social cognitive neuroscience is a rapidly emerging field that utilizes cognitive neuroscientific techniques (e.g., lesion studies, neuroimaging) to address concepts traditionally in the social psychological realm (e.g., attitudes, stereotypes). The purpose of this article is to review published neuroscientific and neuropsychological research into social cognition. The author focuses on the role of the prefrontal cortex in social behavior and presents a framework that provides cohesion of this research. The article proposes that this framework will be useful in guiding future social cognitive neuroscientific research.
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Affiliation(s)
- Jacqueline N. Wood
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD
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13
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Ismail MMT, Keynton RS, Mostapha MMMO, ElTanboly AH, Casanova MF, Gimel'farb GL, El-Baz A. Studying Autism Spectrum Disorder with Structural and Diffusion Magnetic Resonance Imaging: A Survey. Front Hum Neurosci 2016; 10:211. [PMID: 27242476 PMCID: PMC4862981 DOI: 10.3389/fnhum.2016.00211] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 04/25/2016] [Indexed: 12/17/2022] Open
Abstract
Magnetic resonance imaging (MRI) modalities have emerged as powerful means that facilitate non-invasive clinical diagnostics of various diseases and abnormalities since their inception in the 1980s. Multiple MRI modalities, such as different types of the sMRI and DTI, have been employed to investigate facets of ASD in order to better understand this complex syndrome. This paper reviews recent applications of structural magnetic resonance imaging (sMRI) and diffusion tensor imaging (DTI), to study autism spectrum disorder (ASD). Main reported findings are sometimes contradictory due to different age ranges, hardware protocols, population types, numbers of participants, and image analysis parameters. The primary anatomical structures, such as amygdalae, cerebrum, and cerebellum, associated with clinical-pathological correlates of ASD are highlighted through successive life stages, from infancy to adulthood. This survey demonstrates the absence of consistent pathology in the brains of autistic children and lack of research investigations in patients under 2 years of age in the literature. The known publications also emphasize advances in data acquisition and analysis, as well as significance of multimodal approaches that combine resting-state, task-evoked, and sMRI measures. Initial results obtained with the sMRI and DTI show good promise toward the early and non-invasive ASD diagnostics.
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Affiliation(s)
- Marwa M. T. Ismail
- BioImaging Laboratory, Department of Bioengineering, University of LouisvilleLouisville, KY, USA
| | - Robert S. Keynton
- BioImaging Laboratory, Department of Bioengineering, University of LouisvilleLouisville, KY, USA
| | | | - Ahmed H. ElTanboly
- BioImaging Laboratory, Department of Bioengineering, University of LouisvilleLouisville, KY, USA
| | - Manuel F. Casanova
- Departments of Pediatrics and Biomedical Sciences, University of South CarolinaColumbia, SC, USA
| | | | - Ayman El-Baz
- BioImaging Laboratory, Department of Bioengineering, University of LouisvilleLouisville, KY, USA
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Jumah F, Ghannam M, Jaber M, Adeeb N, Tubbs RS. Neuroanatomical variation in autism spectrum disorder: A comprehensive review. Clin Anat 2016; 29:454-65. [PMID: 27004599 DOI: 10.1002/ca.22717] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 03/18/2016] [Indexed: 01/27/2023]
Abstract
Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by impairments in socialization, communication, and behavior. Many investigators have described the anatomical abnormalities in autistic brains, in an attempt to correlate them with the manifestations of ASD. Herein, we reviewed all the available literature about the neuroanatomical findings in ASD available via "PubMed" and "Google Scholar." References found in review articles were also searched manually. There was substantial discrepancy throughout the literature regarding the reported presence and significance of neuroanatomical findings in ASD, and this is thoroughly discussed in the present review.
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Affiliation(s)
- Fareed Jumah
- Department of Neuroscience, an-Najah National University Hospital, Nablus, Palestine
| | - Malik Ghannam
- Department of Neuroscience, an-Najah National University Hospital, Nablus, Palestine
| | - Mohammad Jaber
- Department of Neuroscience, an-Najah National University Hospital, Nablus, Palestine
| | - Nimer Adeeb
- Department of Neurosurgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - R Shane Tubbs
- Department of Anatomical Sciences, St. George's University, Grenada.,Seattle Science Foundation, Seattle, Washington
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15
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Magliaro C, Cocito C, Bagatella S, Merighi A, Ahluwalia A, Lossi L. The number of Purkinje neurons and their topology in the cerebellar vermis of normal and reln haplodeficient mouse. Ann Anat 2016; 207:68-75. [PMID: 26996540 DOI: 10.1016/j.aanat.2016.02.009] [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] [Received: 12/16/2015] [Revised: 02/02/2016] [Accepted: 02/25/2016] [Indexed: 12/14/2022]
Abstract
The Reeler heterozygous mice (reln(+/-)) are haplodeficient in the gene (reln) encoding for the reelin glycoprotein (RELN) and display reductions in brain/peripheral RELN similar to autistic or schizophrenic patients. Cytoarchitectonic alterations of the reln(+/-) brain may be subtle, and are difficult to demonstrate by current histological approaches. We analyzed the number and topological organization of the Purkinje neurons (PNs) in five vermal lobules - central (II-III), culmen (IV-V), tuber (VIIb), uvula (IX), and nodulus (X) - that process different types of afferent functional inputs in reln(+/+) and reln(+/-) adult mice (P60) of both sexes (n=24). Animals were crossed with L7GFP mice so that the GFP-tagged PNs could be directly identified in cryosections. Digital images from these sections were processed with different open source software for quantitative topological and statistical analyses. Diversity indices calculated were: maximum caliper, density, area of soma, dispersion along the XZ axis, and dispersion along the YZ axis. We demonstrate: i. reduction in density of PNs in reln(+/-) males (14.37%) and reln(+/-) females (17.73%) compared to reln(+/+) males; ii. that reln(+/-) males have larger PNs than other genotypes, and females (irrespective of the reln genetic background) have smaller PNs than reln(+/+) males; iii. PNs are more chaotically arranged along the YZ axis in reln(+/-) males than in reln(+/+) males and, except in central lobulus, reln(+/-) females. Therefore, image processing and statistics reveal previously unforeseen gender and genotype-related structural differences in cerebellum that may be clues for the definition of novel biomarkers in human psychiatric disorders.
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Affiliation(s)
- Chiara Magliaro
- University of Pisa, Research Center E. Piaggio, Faculty of Engineering, Pisa, Italy
| | - Carolina Cocito
- University of Turin, Department of Veterinary Sciences, Turin, Italy
| | - Stefano Bagatella
- University of Turin, Department of Veterinary Sciences, Turin, Italy
| | - Adalberto Merighi
- University of Turin, Department of Veterinary Sciences, Turin, Italy
| | - Arti Ahluwalia
- University of Pisa, Research Center E. Piaggio, Faculty of Engineering, Pisa, Italy
| | - Laura Lossi
- University of Turin, Department of Veterinary Sciences, Turin, Italy.
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16
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Park HR, Lee JM, Moon HE, Lee DS, Kim BN, Kim J, Kim DG, Paek SH. A Short Review on the Current Understanding of Autism Spectrum Disorders. Exp Neurobiol 2016; 25:1-13. [PMID: 26924928 PMCID: PMC4766109 DOI: 10.5607/en.2016.25.1.1] [Citation(s) in RCA: 110] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 12/18/2015] [Accepted: 12/30/2015] [Indexed: 12/21/2022] Open
Abstract
Autism spectrum disorder (ASD) is a set of neurodevelopmental disorders characterized by a deficit in social behaviors and nonverbal interactions such as reduced eye contact, facial expression, and body gestures in the first 3 years of life. It is not a single disorder, and it is broadly considered to be a multi-factorial disorder resulting from genetic and non-genetic risk factors and their interaction. Genetic studies of ASD have identified mutations that interfere with typical neurodevelopment in utero through childhood. These complexes of genes have been involved in synaptogenesis and axon motility. Recent developments in neuroimaging studies have provided many important insights into the pathological changes that occur in the brain of patients with ASD in vivo. Especially, the role of amygdala, a major component of the limbic system and the affective loop of the cortico-striatothalamo-cortical circuit, in cognition and ASD has been proved in numerous neuropathological and neuroimaging studies. Besides the amygdala, the nucleus accumbens is also considered as the key structure which is related with the social reward response in ASD. Although educational and behavioral treatments have been the mainstay of the management of ASD, pharmacological and interventional treatments have also shown some benefit in subjects with ASD. Also, there have been reports about few patients who experienced improvement after deep brain stimulation, one of the interventional treatments. The key architecture of ASD development which could be a target for treatment is still an uncharted territory. Further work is needed to broaden the horizons on the understanding of ASD.
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Affiliation(s)
- Hye Ran Park
- Department of Neurosurgery, Seoul National University Hospital, Seoul 03080, Korea
| | - Jae Meen Lee
- Department of Neurosurgery, Seoul National University Hospital, Seoul 03080, Korea
| | - Hyo Eun Moon
- Department of Neurosurgery, Seoul National University Hospital, Seoul 03080, Korea
| | - Dong Soo Lee
- Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Bung-Nyun Kim
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Jinhyun Kim
- Center for Functional Connectomics, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea
| | - Dong Gyu Kim
- Department of Neurosurgery, Seoul National University Hospital, Seoul 03080, Korea
| | - Sun Ha Paek
- Department of Neurosurgery, Seoul National University Hospital, Seoul 03080, Korea
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17
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Sacco R, Gabriele S, Persico AM. Head circumference and brain size in autism spectrum disorder: A systematic review and meta-analysis. Psychiatry Res 2015; 234:239-51. [PMID: 26456415 DOI: 10.1016/j.pscychresns.2015.08.016] [Citation(s) in RCA: 150] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 08/25/2015] [Indexed: 11/29/2022]
Abstract
Macrocephaly and brain overgrowth have been associated with autism spectrum disorder. We performed a systematic review and meta-analysis to provide an overall estimate of effect size and statistical significance for both head circumference and total brain volume in autism. Our literature search strategy identified 261 and 391 records, respectively; 27 studies defining percentages of macrocephalic patients and 44 structural brain imaging studies providing total brain volumes for patients and controls were included in our meta-analyses. Head circumference was significantly larger in autistic compared to control individuals, with 822/5225 (15.7%) autistic individuals displaying macrocephaly. Structural brain imaging studies measuring brain volume estimated effect size. The effect size is higher in low functioning autistics compared to high functioning and ASD individuals. Brain overgrowth was recorded in 142/1558 (9.1%) autistic patients. Finally, we found a significant interaction between age and total brain volume, resulting in larger head circumference and brain size during early childhood. Our results provide conclusive effect sizes and prevalence rates for macrocephaly and brain overgrowth in autism, confirm the variation of abnormal brain growth with age, and support the inclusion of this endophenotype in multi-biomarker diagnostic panels for clinical use.
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Affiliation(s)
- Roberto Sacco
- Unit of Child and Adolescent NeuroPsychiatry, Laboratory of Molecular Psychiatry and Neurogenetics, University "Campus Bio-Medico", Rome, Italy.
| | - Stefano Gabriele
- Unit of Child and Adolescent NeuroPsychiatry, Laboratory of Molecular Psychiatry and Neurogenetics, University "Campus Bio-Medico", Rome, Italy
| | - Antonio M Persico
- Unit of Child and Adolescent NeuroPsychiatry, Laboratory of Molecular Psychiatry and Neurogenetics, University "Campus Bio-Medico", Rome, Italy; Mafalda Luce Center for Pervasive Developmental Disorders, Milan, Italy
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18
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Theofanopoulou C. Brain asymmetry in the white matter making and globularity. Front Psychol 2015; 6:1355. [PMID: 26441731 PMCID: PMC4564653 DOI: 10.3389/fpsyg.2015.01355] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Accepted: 08/24/2015] [Indexed: 12/15/2022] Open
Abstract
Recent studies from the field of language genetics and evolutionary anthropology have put forward the hypothesis that the emergence of our species-specific brain is to be understood not in terms of size, but in light of developmental changes that gave rise to a more globular braincase configuration after the split from Neanderthals-Denisovans. On the grounds that (i) white matter myelination is delayed relative to other brain structures and, in humans, is protracted compared with other primates and that (ii) neural connectivity is linked genetically to our brain/skull morphology and language-ready brain, I argue that one significant evolutionary change in Homo sapiens' lineage is the interhemispheric connectivity mediated by the Corpus Callosum. The size, myelination and fiber caliber of the Corpus Callosum present an anterior-to-posterior increase, in a way that inter-hemispheric connectivity is more prominent in the sensory motor areas, whereas "high- order" areas are more intra-hemispherically connected. Building on evidence from language-processing studies that account for this asymmetry ('lateralization') in terms of brain rhythms, I present an evo-devo hypothesis according to which the myelination of the Corpus Callosum, Brain Asymmetry, and Globularity are conjectured to make up the angles of a co-evolutionary triangle that gave rise to our language-ready brain.
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19
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Travers BG, Tromp DPM, Adluru N, Lange N, Destiche D, Ennis C, Nielsen JA, Froehlich AL, Prigge MBD, Fletcher PT, Anderson JS, Zielinski BA, Bigler ED, Lainhart JE, Alexander AL. Atypical development of white matter microstructure of the corpus callosum in males with autism: a longitudinal investigation. Mol Autism 2015; 6:15. [PMID: 25774283 PMCID: PMC4359536 DOI: 10.1186/s13229-015-0001-8] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2014] [Accepted: 01/26/2015] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND The corpus callosum is the largest white matter structure in the brain, and it is the most consistently reported to be atypical in diffusion tensor imaging studies of autism spectrum disorder. In individuals with typical development, the corpus callosum is known to undergo a protracted development from childhood through young adulthood. However, no study has longitudinally examined the developmental trajectory of corpus callosum in autism past early childhood. METHODS The present study used a cohort sequential design over 9 years to examine age-related changes of the corpus callosum in 100 males with autism and 56 age-matched males with typical development from early childhood (when autism can first be reliably diagnosed) to mid-adulthood (after development of the corpus callosum has been completed) (3 to 41 years of age). RESULTS The group with autism demonstrated a different developmental trajectory of white matter microstructure in the anterior corpus callosum's (genu and body) fractional anisotropy, which suggests atypical brain maturation in these regions in autism. When analyses were broken down by age group, atypical developmental trajectories were present only in the youngest participants (10 years of age and younger). Significant main effects for group were found in terms of decreased fractional anisotropy across all three subregions of the corpus callosum (genu, body, and splenium) and increased mean diffusivity, radial diffusivity, and axial diffusivity in the posterior corpus callosum. CONCLUSIONS These longitudinal results suggest atypical early childhood development of the corpus callosum microstructure in autism that transitions into sustained group differences in adolescence and adulthood. This pattern of results provides longitudinal evidence consistent with a growing number of published studies and hypotheses regarding abnormal brain connectivity across the life span in autism.
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Affiliation(s)
- Brittany G Travers
- />Occupational Therapy Program, Department of Kinesiology, University of Wisconsin-Madison, Madison, WI USA
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Do P M Tromp
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
- />Department of Psychiatry, University of Wisconsin-Madison, Madison, WI USA
| | - Nagesh Adluru
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Nicholas Lange
- />Department of Psychiatry, Harvard School of Medicine, Boston, MA USA
- />Neurostatistics Laboratory, McLean Hospital, Belmont, MA USA
| | - Dan Destiche
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Chad Ennis
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
| | - Jared A Nielsen
- />Interdepartmental Program in Neuroscience, University of Utah, Salt Lake City, UT USA
| | - Alyson L Froehlich
- />Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT USA
| | - Molly B D Prigge
- />Department of Radiology, University of Utah, Salt Lake City, UT USA
- />Department of Pediatrics, University of Utah and Primary Children’s Medical Center, Salt Lake City, UT USA
| | - P Thomas Fletcher
- />Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT USA
- />School of Computing, University of Utah, Salt Lake City, UT USA
| | - Jeffrey S Anderson
- />Interdepartmental Program in Neuroscience, University of Utah, Salt Lake City, UT USA
- />Department of Radiology, University of Utah, Salt Lake City, UT USA
| | - Brandon A Zielinski
- />Department of Pediatrics, University of Utah and Primary Children’s Medical Center, Salt Lake City, UT USA
- />Department of Neurology, University of Utah, Salt Lake City, UT USA
| | - Erin D Bigler
- />Department of Psychology, Brigham Young University, Provo, UT USA
- />Neuroscience Center, Brigham Young University, Provo, UT 84602 USA
| | - Janet E Lainhart
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
- />Department of Psychiatry, University of Wisconsin-Madison, Madison, WI USA
| | - Andrew L Alexander
- />Waisman Center, University of Wisconsin-Madison, 1500 Highland Avenue, Madison, WI 53705 USA
- />Department of Psychiatry, University of Wisconsin-Madison, Madison, WI USA
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20
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Chmielewski WX, Beste C. Action control processes in autism spectrum disorder – Insights from a neurobiological and neuroanatomical perspective. Prog Neurobiol 2015; 124:49-83. [DOI: 10.1016/j.pneurobio.2014.11.002] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Revised: 11/03/2014] [Accepted: 11/06/2014] [Indexed: 12/22/2022]
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21
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Travers BG, Kana RK, Klinger LG, Klein CL, Klinger MR. Motor learning in individuals with autism spectrum disorder: activation in superior parietal lobule related to learning and repetitive behaviors. Autism Res 2014; 8:38-51. [PMID: 25258047 DOI: 10.1002/aur.1403] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Accepted: 06/28/2014] [Indexed: 11/10/2022]
Abstract
Motor-linked implicit learning is the learning of a sequence of movements without conscious awareness. Although motor symptoms are frequently reported in individuals with autism spectrum disorder (ASD), recent behavioral studies have suggested that motor-linked implicit learning may be intact in ASD. The serial reaction time (SRT) task is one of the most common measures of motor-linked implicit learning. The present study used a 3T functional magnetic resonance imaging scanner to examine the behavioral and neural correlates of real-time motor sequence learning in adolescents and adults with ASD (n = 15) compared with age- and intelligence quotient-matched individuals with typical development (n = 15) during an SRT task. Behavioral results suggested less robust motor sequence learning in individuals with ASD. Group differences in brain activation suggested that individuals with ASD, relative to individuals with typical development, showed decreased activation in the right superior parietal lobule (SPL) and right precuneus (Brodmann areas 5 and 7, and extending into the intraparietal sulcus) during learning. Activation in these areas (and in areas such as the right putamen and right supramarginal gyrus) was found to be significantly related to behavioral learning in this task. Additionally, individuals with ASD who had more severe repetitive behavior/restricted interest symptoms demonstrated greater decreased activation in these regions during motor learning. In conjunction, these results suggest that the SPL may play an important role in motor learning and repetitive behavior in individuals with ASD.
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22
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Mišić B, Doesburg SM, Fatima Z, Vidal J, Vakorin VA, Taylor MJ, McIntosh AR. Coordinated Information Generation and Mental Flexibility: Large-Scale Network Disruption in Children with Autism. Cereb Cortex 2014; 25:2815-27. [PMID: 24770713 PMCID: PMC4537433 DOI: 10.1093/cercor/bhu082] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Autism spectrum disorder (ASD) includes deficits in social cognition, communication, and executive function. Recent neuroimaging studies suggest that ASD disrupts the structural and functional organization of brain networks and, presumably, how they generate information. Here, we relate deficits in an aspect of cognitive control to network-level disturbances in information processing. We recorded magnetoencephalography while children with ASD and typically developing controls performed a set-shifting task designed to test mental flexibility. We used multiscale entropy (MSE) to estimate the rate at which information was generated in a set of sources distributed across the brain. Multivariate partial least-squares analysis revealed 2 distributed networks, operating at fast and slow time scales, that respond completely differently to set shifting in ASD compared with control children, indicating disrupted temporal organization within these networks. Moreover, when typically developing children engaged these networks, they achieved faster reaction times. When children with ASD engaged these networks, there was no improvement in performance, suggesting that the networks were ineffective in children with ASD. Our data demonstrate that the coordination and temporal organization of large-scale neural assemblies during the performance of cognitive control tasks is disrupted in children with ASD, contributing to executive function deficits in this group.
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Affiliation(s)
- Bratislav Mišić
- Rotman Research Institute, Baycrest Centre, Toronto, Canada Department of Psychology, University of Toronto, Toronto, Canada
| | - Sam M Doesburg
- Department of Psychology, University of Toronto, Toronto, Canada Department of Diagnostic Imaging, Hospital for Sick Children, Toronto, Canada Neuroscience and Mental Health Program, Hospital for Sick Children Research Institute, Toronto, Canada
| | - Zainab Fatima
- Rotman Research Institute, Baycrest Centre, Toronto, Canada
| | - Julie Vidal
- Department of Psychology, University of Toronto, Toronto, Canada
| | | | - Margot J Taylor
- Department of Psychology, University of Toronto, Toronto, Canada Department of Medical Imaging, University of Toronto, Toronto, Canada Department of Diagnostic Imaging, Hospital for Sick Children, Toronto, Canada Neuroscience and Mental Health Program, Hospital for Sick Children Research Institute, Toronto, Canada
| | - Anthony R McIntosh
- Rotman Research Institute, Baycrest Centre, Toronto, Canada Department of Psychology, University of Toronto, Toronto, Canada
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23
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Goldknopf EJ. Atypical resource allocation may contribute to many aspects of autism. Front Integr Neurosci 2013; 7:82. [PMID: 24421760 PMCID: PMC3872719 DOI: 10.3389/fnint.2013.00082] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2013] [Accepted: 11/06/2013] [Indexed: 11/13/2022] Open
Abstract
Based on a review of the literature and on reports by people with autism, this paper suggests that atypical resource allocation is a factor that contributes to many aspects of autism spectrum conditions, including difficulties with language and social cognition, atypical sensory and attentional experiences, executive and motor challenges, and perceptual and conceptual strengths and weaknesses. Drawing upon resource theoretical approaches that suggest that perception, cognition, and action draw upon multiple pools of resources, the approach hypothesizes that compared with resources in typical cognition, resources in autism are narrowed or reduced, especially in people with strong sensory symptoms. In narrowed attention, resources are restricted to smaller areas and to fewer modalities, stages of processing, and cognitive processes than in typical cognition; narrowed resources may be more intense than in typical cognition. In reduced attentional capacity, overall resources are reduced; resources may be restricted to fewer modalities, stages of processing, and cognitive processes than in typical cognition, or the amount of resources allocated to each area or process may be reduced. Possible neural bases of the hypothesized atypical resource allocation, relations to other approaches, limitations, and tests of the hypotheses are discussed.
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Affiliation(s)
- Emily J. Goldknopf
- Zaidel Lab, Department of Psychology, University of California Los AngelesLos Angeles, CA, USA
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24
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Abstract
Despite being largely characterized as a social and cognitive disorder, strong evidence indicates the presence of significant sensory-motor problems in Autism Spectrum Disorder (ASD). This paper outlines our progression from initial, broad assessment using the Movement Assessment Battery for Children (M-ABC2) to subsequent targeted kinematic assessment. In particular, pronounced ASD impairment seen in the broad categories of manual dexterity and ball skills was found to be routed in specific difficulties on isolated tasks, which were translated into focused experimental assessment. Kinematic results from both subsequent studies highlight impaired use of perception-action coupling to guide, adapt and tailor movement to task demands, resulting in inflexible and rigid motor profiles. In particular difficulties with the use of temporal adaption are shown, with "hyperdexterity" witnessed in ballistic movement profiles, often at the cost of spatial accuracy and task performance. By linearly progressing from the use of a standardized assessment tool to targeted kinematic assessment, clear and defined links are drawn between measureable difficulties and underlying sensory-motor assessment. Results are specifically viewed in-light of perception-action coupling and its role in early infant development suggesting that rather than being "secondary" level impairment, sensory-motor problems may be fundamental in the progression of ASD. This logical and systematic process thus allows a further understanding into the potential root of observable motor problems in ASD; a vital step if underlying motor problems are to be considered a fundamental aspect of autism and allow a route of non-invasive preliminary diagnosis.
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Affiliation(s)
- Caroline Whyatt
- Department of Psychology, Queen's University BelfastBelfast, Antrim, UK
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25
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Increased hippocampal cell density and enhanced spatial memory in the valproic acid rat model of autism. Brain Res 2013; 1526:15-25. [PMID: 23806776 DOI: 10.1016/j.brainres.2013.06.024] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Revised: 06/15/2013] [Accepted: 06/17/2013] [Indexed: 12/20/2022]
Abstract
Autism is characterized by behavioral impairments in three main domains: social interaction; language, communication and imaginative play; and the range of interests and activities. However, neuronal processing studies have suggested that hyper-perception, hyper-attention, and enhanced memory, which may lie at the heart of most autistic symptoms. Pregnant Wistar rats were administered by either Valproic Acid (VPA, 500mg/kg) or Phosphate Buffer Saline (PBS) during fetal neural tube development on embryonic day 12.5. All offspring were subjected to various tests. The present study examined social interaction, repetitive behaviors, nociception and tactile threshold, anxiety as well as spatial memory. Histological analyses of cells in five regions of the hippocampus were done to determine neuronal density in both groups. A single intra-peritoneal injection of VPA to pregnant rats produced severe autistic-like symptoms in the offspring. The results showed significant behavioral impairments such as a lower tendency to initiate social interactions, enhanced stereotyped, repetitive behaviors, increased nociception threshold and anxiety at postnatal day (PND) 30 and PND 60. The Morris water maze learning paradigm revealed enhanced spatial memory at PND 60. Furthermore, histological analysis showed that the neuronal density in five separate regions of hippocampus (CA1, CA2, CA3, Dentate gyrus and Subiculum) were increased at PND 67. This work suggests that early embryonic exposure to VPA in rats provides a good model for several specific aspects of autism and should help to continue to explore pathophysiological and neuroanatomical hypotheses. This study provides further evidence to support the notion that spatial memory and hippocampal cell density are increased in this animal model of autism.
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26
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Shi F, Wang L, Peng Z, Wee CY, Shen D. Altered modular organization of structural cortical networks in children with autism. PLoS One 2013; 8:e63131. [PMID: 23675456 PMCID: PMC3651174 DOI: 10.1371/journal.pone.0063131] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2012] [Accepted: 03/29/2013] [Indexed: 11/29/2022] Open
Abstract
Autism is a complex developmental disability that characterized by deficits in social interaction, language skills, repetitive stereotyped behaviors and restricted interests. Although great heterogeneity exists, previous findings suggest that autism has atypical brain connectivity patterns and disrupted small-world network properties. However, the organizational alterations in the autistic brain network are still poorly understood. We explored possible organizational alterations of 49 autistic children and 51 typically developing controls, by investigating their brain network metrics that are constructed upon cortical thickness correlations. Three modules were identified in controls, including cortical regions associated with brain functions of executive strategic, spatial/auditory/visual, and self-reference/episodic memory. There are also three modules found in autistic children with similar patterns. Compared with controls, autism demonstrates significantly reduced gross network modularity, and a larger number of inter-module connections. However, the autistic brain network demonstrates increased intra- and inter-module connectivity in brain regions including middle frontal gyrus, inferior parietal gyrus, and cingulate, suggesting one underlying compensatory mechanism associated with brain functions of self-reference and episodic memory. Results also show that there is increased correlation strength between regions inside frontal lobe, as well as impaired correlation strength between frontotemporal and frontoparietal regions. This alteration of correlation strength may contribute to the organization alteration of network structures in autistic brains.
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Affiliation(s)
- Feng Shi
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Li Wang
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Ziwen Peng
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Psychology, South China Normal University, Guangdong, China
| | - Chong-Yaw Wee
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Dinggang Shen
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea
- * E-mail:
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27
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Catarino A, Andrade A, Churches O, Wagner AP, Baron-Cohen S, Ring H. Task-related functional connectivity in autism spectrum conditions: an EEG study using wavelet transform coherence. Mol Autism 2013. [PMID: 23311570 DOI: 10.1186/2040‐2392‐4‐1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
UNLABELLED BACKGROUND Autism Spectrum Conditions (ASC) are a set of pervasive neurodevelopmental conditions characterized by a wide range of lifelong signs and symptoms. Recent explanatory models of autism propose abnormal neural connectivity and are supported by studies showing decreased interhemispheric coherence in individuals with ASC. The first aim of this study was to test the hypothesis of reduced interhemispheric coherence in ASC, and secondly to investigate specific effects of task performance on interhemispheric coherence in ASC. METHODS We analyzed electroencephalography (EEG) data from 15 participants with ASC and 15 typical controls, using Wavelet Transform Coherence (WTC) to calculate interhemispheric coherence during face and chair matching tasks, for EEG frequencies from 5 to 40 Hz and during the first 400 ms post-stimulus onset. RESULTS Results demonstrate a reduction of interhemispheric coherence in the ASC group, relative to the control group, in both tasks and for all electrode pairs studied. For both tasks, group differences were generally observed after around 150 ms and at frequencies lower than 13 Hz. Regarding within-group task comparisons, while the control group presented differences in interhemispheric coherence between faces and chairs tasks at various electrode pairs (FT7-FT8, TP7-TP8, P7-P8), such differences were only seen for one electrode pair in the ASC group (T7-T8). No significant differences in EEG power spectra were observed between groups. CONCLUSIONS Interhemispheric coherence is reduced in people with ASC, in a time and frequency specific manner, during visual perception and categorization of both social and inanimate stimuli and this reduction in coherence is widely dispersed across the brain.Results of within-group task comparisons may reflect an impairment in task differentiation in people with ASC relative to typically developing individuals.Overall, the results of this research support the value of WTC in examining the time-frequency microstructure of task-related interhemispheric EEG coherence in people with ASC.
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Affiliation(s)
- Ana Catarino
- Cambridge Intellectual and Developmental Disabilities Research Group, Department of Psychiatry, University of Cambridge, Douglas House, 18b Trumpington Road, Cambridge, CB2 8AH, UK.
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Catarino A, Andrade A, Churches O, Wagner AP, Baron-Cohen S, Ring H. Task-related functional connectivity in autism spectrum conditions: an EEG study using wavelet transform coherence. Mol Autism 2013; 4:1. [PMID: 23311570 PMCID: PMC3558480 DOI: 10.1186/2040-2392-4-1] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2012] [Accepted: 12/14/2012] [Indexed: 12/15/2022] Open
Abstract
Background Autism Spectrum Conditions (ASC) are a set of pervasive neurodevelopmental conditions characterized by a wide range of lifelong signs and symptoms. Recent explanatory models of autism propose abnormal neural connectivity and are supported by studies showing decreased interhemispheric coherence in individuals with ASC. The first aim of this study was to test the hypothesis of reduced interhemispheric coherence in ASC, and secondly to investigate specific effects of task performance on interhemispheric coherence in ASC. Methods We analyzed electroencephalography (EEG) data from 15 participants with ASC and 15 typical controls, using Wavelet Transform Coherence (WTC) to calculate interhemispheric coherence during face and chair matching tasks, for EEG frequencies from 5 to 40 Hz and during the first 400 ms post-stimulus onset. Results Results demonstrate a reduction of interhemispheric coherence in the ASC group, relative to the control group, in both tasks and for all electrode pairs studied. For both tasks, group differences were generally observed after around 150 ms and at frequencies lower than 13 Hz. Regarding within-group task comparisons, while the control group presented differences in interhemispheric coherence between faces and chairs tasks at various electrode pairs (FT7-FT8, TP7-TP8, P7-P8), such differences were only seen for one electrode pair in the ASC group (T7-T8). No significant differences in EEG power spectra were observed between groups. Conclusions Interhemispheric coherence is reduced in people with ASC, in a time and frequency specific manner, during visual perception and categorization of both social and inanimate stimuli and this reduction in coherence is widely dispersed across the brain. Results of within-group task comparisons may reflect an impairment in task differentiation in people with ASC relative to typically developing individuals. Overall, the results of this research support the value of WTC in examining the time-frequency microstructure of task-related interhemispheric EEG coherence in people with ASC.
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Affiliation(s)
- Ana Catarino
- Cambridge Intellectual and Developmental Disabilities Research Group, Department of Psychiatry, University of Cambridge, Douglas House, 18b Trumpington Road, Cambridge, CB2 8AH, UK.
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Brennand KJ, Simone A, Tran N, Gage FH. Modeling psychiatric disorders at the cellular and network levels. Mol Psychiatry 2012; 17:1239-53. [PMID: 22472874 PMCID: PMC3465628 DOI: 10.1038/mp.2012.20] [Citation(s) in RCA: 94] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Although psychiatric disorders such as autism spectrum disorders, schizophrenia and bipolar disorder affect a number of brain regions and produce a complex array of clinical symptoms, basic phenotypes likely exist at the level of single neurons and simple networks. Being highly heritable, it is hypothesized that these disorders are amenable to cell-based studies in vitro. Using induced pluripotent stem cell-derived neurons and/or induced neurons from fibroblasts, limitless numbers of live human neurons can now be generated from patients with a genetic background permissive to the disease state. We predict that cell-based studies will ultimately contribute to our understanding of the initiation, progression and treatment of these psychiatric disorders.
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Affiliation(s)
- KJ Brennand
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - A Simone
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - N Tran
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - FH Gage
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA, USA
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Pineda J, Juavinett A, Datko M. Self-regulation of brain oscillations as a treatment for aberrant brain connections in children with autism. Med Hypotheses 2012; 79:790-8. [DOI: 10.1016/j.mehy.2012.08.031] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Accepted: 08/27/2012] [Indexed: 10/27/2022]
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Longuet S, Ferrel-Chapus C, Orêve MJ, Chamot JM, Vernazza-Martin S. Emotion, intent and voluntary movement in children with autism. An example: the goal directed locomotion. J Autism Dev Disord 2012; 42:1446-58. [PMID: 22038289 DOI: 10.1007/s10803-011-1383-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
This article focuses on the impact of intentionality on goal directed locomotion in healthy and autistic children. Closely linked with emotions and motivation, it is directly connected with movement planning. Is planning only preserved when the goal of the action appears motivating for healthy and autistic children? Is movement programming similar for autistic and healthy children, and does it vary according to the emotional valence of the object? Moving in a straight line, twenty autistic and healthy children had to retrieve a positive or aversive emotional valence object. The results suggest planning and programming are preserved in an emotionally positive situation. However, in an aversive situation, autistic children appear to have a deficit in terms of planning and sometimes programming.
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Affiliation(s)
- Sophie Longuet
- UFR Sciences et Techniques des Activités Physiques et Sportives, EA 2931, 200 Avenue de la République, 92001 Nanterre Cedex, France.
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Brain water channel proteins in health and disease. Mol Aspects Med 2012; 33:562-78. [DOI: 10.1016/j.mam.2012.03.008] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Revised: 03/28/2012] [Accepted: 03/31/2012] [Indexed: 02/07/2023]
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Mathewson KJ, Jetha MK, Drmic IE, Bryson SE, Goldberg JO, Schmidt LA. Regional EEG alpha power, coherence, and behavioral symptomatology in autism spectrum disorder. Clin Neurophysiol 2012; 123:1798-809. [DOI: 10.1016/j.clinph.2012.02.061] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2011] [Revised: 02/07/2012] [Accepted: 02/09/2012] [Indexed: 11/26/2022]
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Fan J, Bernardi S, Van Dam NT, Anagnostou E, Gu X, Martin L, Park Y, Liu X, Kolevzon A, Soorya L, Grodberg D, Hollander E, Hof PR. Functional deficits of the attentional networks in autism. Brain Behav 2012; 2:647-60. [PMID: 23139910 PMCID: PMC3489817 DOI: 10.1002/brb3.90] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2012] [Revised: 07/20/2012] [Accepted: 07/30/2012] [Indexed: 11/12/2022] Open
Abstract
Attentional dysfunction is among the most consistent observations of autism spectrum disorders (ASD). However, the neural nature of this deficit in ASD is still unclear. In this study, we aimed to identify the neurobehavioral correlates of attentional dysfunction in ASD. We used the Attention Network Test-Revised and functional magnetic resonance imaging to examine alerting, orienting, and executive control functions, as well as the neural substrates underlying these attentional functions in unmedicated, high-functioning adults with ASD (n = 12) and matched healthy controls (HC, n = 12). Compared with HC, individuals with ASD showed increased error rates in alerting and executive control, accompanied by lower activity in the mid-frontal gyrus and the caudate nucleus for alerting, and by the absence of significant functional activation in the anterior cingulate cortex (ACC) for executive control. In addition, greater behavioral deficiency in executive control in ASD was correlated with less functional activation of the ACC. These findings of behavioral and neural abnormalities in alerting and executive control of attention in ASD may suggest core attentional deficits, which require further investigation.
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Affiliation(s)
- Jin Fan
- Department of Psychology, Queens College, City University of New York New York ; Department of Psychiatry, Mount Sinai School of Medicine New York ; Fishberg Department of Neuroscience and Friedman Brain Institute, Mount Sinai School of Medicine New York ; Seaver Autism Center for Research and Treatment, Mount Sinai School of Medicine New York
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Hong S, Ke X, Tang T, Hang Y, Chu K, Huang H, Ruan Z, Lu Z, Tao G, Liu Y. Detecting abnormalities of corpus callosum connectivity in autism using magnetic resonance imaging and diffusion tensor tractography. Psychiatry Res 2011; 194:333-339. [PMID: 22047729 DOI: 10.1016/j.pscychresns.2011.03.009] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2010] [Revised: 02/28/2011] [Accepted: 03/22/2011] [Indexed: 12/14/2022]
Abstract
The corpus callosum (CC) has emerged as one of the primary targets of autism research. To detect aberrant CC interhemispheric connectivity in autism, we performed T1-weighted magnetic resonance imaging (MRI) and diffusion tensor imaging (DTI)-based tractography in 18 children with high functioning autism (HFA) and 16 well-matched typically developing (TD) children. We compared global and regional T1 measures (CC volume, and CC density), and the DTI measures [fractional anisotropy (FA), apparent diffusion coefficient (ADC), average fiber length (AFL), and fiber number (FN)] of transcallosal fibers, between the two groups. We also evaluated the relationships between scores on the Childhood Autism Rating Scale (CARS) and CC T1 or DTI measurements. Significantly less white matter density in the anterior third of the CC, and higher ADC and lower FN values of the anterior third transcallosal fiber tracts were found in HFA patients compared to TD children. These results suggested that the anterior third CC density and transcallosal fiber connectivity were affected in HFA children.
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Affiliation(s)
- Shanshan Hong
- Department of Neurology, the Affiliated Jiangyin Hospital of Southeast University Medical College, Jiangyin, 214400 China
| | - Xiaoyan Ke
- Child Mental Health Research Center of Nanjing Brain Hospital affiliated of Nanjing Medical University, Nanjing, 210029 China.
| | - Tianyu Tang
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096 China
| | - Yueyue Hang
- Child Mental Health Research Center of Nanjing Brain Hospital affiliated of Nanjing Medical University, Nanjing, 210029 China
| | - Kangkang Chu
- Child Mental Health Research Center of Nanjing Brain Hospital affiliated of Nanjing Medical University, Nanjing, 210029 China
| | - Haiqing Huang
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096 China
| | - Zongcai Ruan
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096 China
| | - Zuhong Lu
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, 210096 China
| | - Guotai Tao
- Child Mental Health Research Center of Nanjing Brain Hospital affiliated of Nanjing Medical University, Nanjing, 210029 China
| | - Yijun Liu
- Department of Psychiatry and McKnight Brain Institue, University of Florida, Gainesville, FL 32601, United States
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Anagnostou E, Taylor MJ. Review of neuroimaging in autism spectrum disorders: what have we learned and where we go from here. Mol Autism 2011; 2:4. [PMID: 21501488 PMCID: PMC3102613 DOI: 10.1186/2040-2392-2-4] [Citation(s) in RCA: 178] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2010] [Accepted: 04/18/2011] [Indexed: 11/10/2022] Open
Abstract
Autism spectrum disorder (ASD) refers to a syndrome of social communication deficits and repetitive behaviors or restrictive interests. It remains a behaviorally defined syndrome with no reliable biological markers. The goal of this review is to summarize the available neuroimaging data and examine their implication for our understanding of the neurobiology of ASD.Although there is variability in the literature on structural magnetic resonance literature (MRI), there is evidence of volume abnormalities in both grey and white matter, with a suggestion of some region-specific differences. Early brain overgrowth is probably the most replicated finding in a subgroup of people with ASD, and new techniques, such as cortical-thickness measurements and surface morphometry have begun to elucidate in more detail the patterns of abnormalities as they evolve with age, and are implicating specific neuroanatomical or neurodevelopmental processes. Functional MRI and diffusion tensor imaging techniques suggest that such volume abnormalities are associated with atypical functional and structural connectivity in the brain, and researchers have begun to use magnetic resonance spectroscopy (MRS) techniques to explore the neurochemical substrate of such abnormalities. The data from multiple imaging methods suggests that ASD is associated with an atypically connected brain. We now need to further clarify such atypicalities, and start interpreting them in the context of what we already know about typical neurodevelopmental processes including migration and organization of the cortex. Such an approach will allow us to relate imaging findings not only to behavior, but also to genes and their expression, which may be related to such processes, and to further our understanding of the nature of neurobiologic abnormalities in ASD.
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Affiliation(s)
- Evdokia Anagnostou
- Bloorview Research Institute, University of Toronto, 150 Kilgour Rd,, Toronto, ON, M4G 1R8, Canada.
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Courchesne E, Campbell K, Solso S. Brain growth across the life span in autism: age-specific changes in anatomical pathology. Brain Res 2011; 1380:138-45. [PMID: 20920490 PMCID: PMC4500507 DOI: 10.1016/j.brainres.2010.09.101] [Citation(s) in RCA: 432] [Impact Index Per Article: 30.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2010] [Revised: 09/22/2010] [Accepted: 09/25/2010] [Indexed: 01/25/2023]
Abstract
Autism is marked by overgrowth of the brain at the earliest ages but not at older ages when decreases in structural volumes and neuron numbers are observed instead. This has led to the theory of age-specific anatomic abnormalities in autism. Here we report age-related changes in brain size in autistic and typical subjects from 12 months to 50 years of age based on analyses of 586 longitudinal and cross-sectional MRI scans. This dataset is several times larger than the largest autism study to date. Results demonstrate early brain overgrowth during infancy and the toddler years in autistic boys and girls, followed by an accelerated rate of decline in size and perhaps degeneration from adolescence to late middle age in this disorder. We theorize that underlying these age-specific changes in anatomic abnormalities in autism, there may also be age-specific changes in gene expression, molecular, synaptic, cellular, and circuit abnormalities. A peak age for detecting and studying the earliest fundamental biological underpinnings of autism is prenatal life and the first three postnatal years. Studies of the older autistic brain may not address original causes but are essential to discovering how best to help the older aging autistic person. Lastly, the theory of age-specific anatomic abnormalities in autism has broad implications for a wide range of work on the disorder including the design, validation, and interpretation of animal model, lymphocyte gene expression, brain gene expression, and genotype/CNV-anatomic phenotype studies.
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Affiliation(s)
- Eric Courchesne
- Department of Neuroscience, Autism Center of Excellence, University of California, San Diego, CA, USA.
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Bloemen OJN, Deeley Q, Sundram F, Daly EM, Barker GJ, Jones DK, van Amelsvoort TAMJ, Schmitz N, Robertson D, Murphy KC, Murphy DGM. White matter integrity in Asperger syndrome: a preliminary diffusion tensor magnetic resonance imaging study in adults. Autism Res 2011; 3:203-13. [PMID: 20625995 DOI: 10.1002/aur.146] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Autistic Spectrum Disorder (ASD), including Asperger syndrome and autism, is a highly genetic neurodevelopmental disorder. There is a consensus that ASD has a biological basis, and it has been proposed that it is a "connectivity" disorder. Diffusion Tensor Magnetic Resonance Imaging (DT-MRI) allows measurement of the microstructural integrity of white matter (a proxy measure of "connectivity"). However, nobody has investigated the microstructural integrity of whole brain white matter in people with Asperger syndrome. METHODS We measured the fractional anisotropy (FA), mean diffusivity (MD) and radial diffusivity (RD) of white matter, using DT-MRI, in 13 adults with Asperger syndrome and 13 controls. The groups did not differ significantly in overall intelligence and age. FA, MD and RD were assessed using whole brain voxel-based techniques. RESULTS Adults with Asperger syndrome had a significantly lower FA than controls in 13 clusters. These were largely bilateral and included white matter in the internal capsule, frontal, temporal, parietal and occipital lobes, cingulum and corpus callosum. CONCLUSIONS Adults with Asperger syndrome have widespread significant differences from controls in white matter microstructural integrity.
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Affiliation(s)
- Oswald J N Bloemen
- Section of Brain Maturation, Division of Psychological Medicine, Institute of Psychiatry, King's College London, London, UK.
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Shukla DK, Keehn B, Smylie DM, Müller RA. Microstructural abnormalities of short-distance white matter tracts in autism spectrum disorder. Neuropsychologia 2011; 49:1378-1382. [PMID: 21333661 DOI: 10.1016/j.neuropsychologia.2011.02.022] [Citation(s) in RCA: 101] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2010] [Revised: 02/08/2011] [Accepted: 02/10/2011] [Indexed: 11/28/2022]
Abstract
Recent functional connectivity magnetic resonance imaging and diffusion tensor imaging (DTI) studies have suggested atypical functional connectivity and reduced integrity of long-distance white matter fibers in autism spectrum disorder (ASD). However, evidence for short-distance white matter fibers is still limited, despite some speculation of potential sparing of local connectivity in ASD. Short-distance U-fibers are an important component of neural networks and are thought to play a crucial role in cognitive function. In the present study, we applied tract-based spatial statistics to derive short- and long-distance white matter tracts in frontal, parietal, and temporal lobes in both hemispheres. DTI data were acquired from 26 children with ASD and 24 typically developing (TD) children. A mean fractional anisotropy (FA) image was created and thinned to represent centers of all common tracts. Evidence of compromised short-distance tracts for the ASD group was found in frontal lobe (reduced FA, increased mean diffusivity [MD] and radial diffusivity) as well as in temporal and parietal lobes (increased MD and radial diffusivity). Significant positive correlations between age and FA and negative correlations between age and MD and radial diffusivity were also found for short-distance tracts in each lobe in the TD, but not the ASD group. These results suggest white matter compromise in short-distance tracts in ASD. Absence of typical age-related correlations with DTI indices may reflect altered maturation of short-distance tracts in ASD. Our results are inconsistent with a notion of selective sparing of short-distance connectivity in ASD.
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Affiliation(s)
- Dinesh K Shukla
- Brain Development Imaging Lab, Department of Psychology, San Diego State University, 6363 Alvarado Ct, Suite 225E, San Diego, CA, USA
| | - Brandon Keehn
- Brain Development Imaging Lab, Department of Psychology, San Diego State University, 6363 Alvarado Ct, Suite 225E, San Diego, CA, USA; Joint Doctoral Program in Language and Communicative Disorders, San Diego State University / University of California, San Diego, CA, USA
| | - Daren M Smylie
- Brain Development Imaging Lab, Department of Psychology, San Diego State University, 6363 Alvarado Ct, Suite 225E, San Diego, CA, USA
| | - Ralph-Axel Müller
- Brain Development Imaging Lab, Department of Psychology, San Diego State University, 6363 Alvarado Ct, Suite 225E, San Diego, CA, USA.
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Mengotti P, D’Agostini S, Terlevic R, De Colle C, Biasizzo E, Londero D, Ferro A, Rambaldelli G, Balestrieri M, Zanini S, Fabbro F, Molteni M, Brambilla P. Altered white matter integrity and development in children with autism: A combined voxel-based morphometry and diffusion imaging study. Brain Res Bull 2011; 84:189-95. [DOI: 10.1016/j.brainresbull.2010.12.002] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2010] [Revised: 11/04/2010] [Accepted: 12/06/2010] [Indexed: 11/26/2022]
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Nickl-Jockschat T, Michel T. Genetische und hirnstrukturelle Anomalien bei Autismus-Spektrum-Störungen. DER NERVENARZT 2010; 82:618-27. [DOI: 10.1007/s00115-010-2989-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Kates WR, Ikuta I, Burnette CP. Gyrification patterns in monozygotic twin pairs varying in discordance for autism. Autism Res 2010; 2:267-78. [PMID: 19890876 DOI: 10.1002/aur.98] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
In order to disentangle genetic and environmental contributions to cortical anomalies in children with autism, we investigated cortical folding patterns in a cohort of 14 monozygotic (MZ) twin pairs who displayed a range of phenotypic discordance for autism, and 14 typically developing community controls. Cortical folding was assessed with the gyrification index, which was calculated on high resolution anatomic MR images. We found that the cortical folding patterns across most lobar regions of the cerebral cortex was highly discordant within MZ twin pairs. In addition, children with autism and their co-twins exhibited increased cortical folding in the right parietal lobe, relative to age- and gender-matched typical developing children. Increased folding in the right parietal lobe was associated with more symptoms of autism for co-twins. Finally, the robust association between cortical folding and IQ observed in typical children was not observed in either children with autism or their co-twins. These findings, which contribute to our understanding of the limits of genetic liability in autism, suggest that anomalies in the structural integrity of the cortex in this PDD may disrupt the association between cortical folding and intelligence that has been reported in typical individuals, and may account, in part, for the deficits in visual spatial attention and in social cognition that have been reported in children with autism.
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Affiliation(s)
- Wendy R Kates
- Department of Psychiatry and Behavioral Sciences, State University of New York at Upstate Medical University, Syracuse, New York 13210, USA.
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Perez Velazquez J, Barcelo F, Hung Y, Leshchenko Y, Nenadovic V, Belkas J, Raghavan V, Brian J, Garcia Dominguez L. Decreased brain coordinated activity in autism spectrum disorders during executive tasks: Reduced long-range synchronization in the fronto-parietal networks. Int J Psychophysiol 2009; 73:341-9. [DOI: 10.1016/j.ijpsycho.2009.05.009] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2008] [Revised: 03/30/2009] [Accepted: 05/17/2009] [Indexed: 10/20/2022]
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Coben R, Myers TE. The Relative Efficacy of Connectivity Guided and Symptom Based EEG Biofeedback for Autistic Disorders. Appl Psychophysiol Biofeedback 2009; 35:13-23. [DOI: 10.1007/s10484-009-9102-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2009] [Accepted: 07/21/2009] [Indexed: 10/20/2022]
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A simple method for measuring brain asymmetry in children: Application to autism. Behav Res Methods 2009; 41:812-9. [DOI: 10.3758/brm.41.3.812] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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46
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White matter impairments in autism, evidence from voxel-based morphometry and diffusion tensor imaging. Brain Res 2009; 1265:171-7. [DOI: 10.1016/j.brainres.2009.02.013] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2008] [Revised: 02/02/2009] [Accepted: 02/02/2009] [Indexed: 11/18/2022]
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Slowed orienting of covert visual-spatial attention in autism: Specific deficits associated with cerebellar and parietal abnormality. Dev Psychopathol 2009. [DOI: 10.1017/s0954579400007276] [Citation(s) in RCA: 90] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
AbstractThe most commonly reported finding from structural brain studies in autism is abnormality of the cerebellum. Autopsy and magnetic resonance imaging (MR) studies from nine independent research groups have found developmental abnormality of the cerebellar vermis or hemispheres in the majority of the more than 240 subjects with autism who were studied. We reported previously that patients with autism and those with acquired damage to the cerebellum were slow to shift attention between and within sensory modalities. In this study, we found that patients with autism who come from a group with significant cerebellar abnormality were also slow to orient attention in space.A subgroup of these patients who have additional or corollary parietal abnormality, like previously studied patients with acquired parietal damage, were also slow to detect and respond to information outside an attended location. Posner, Walker, Friedrich, and Rafal (1984) showed that patients with parietal lesions were slow to respond to contralesional information if they were attending an ipsilesional location. This study has replicated that finding in patients with autism who have developmental bilateral parietal abnormality, and found a strong correlation between the attentional deficits and the amount of neuroanatomic parietal abnormality in these patients. This is the first time in the study of autism that there is evidence for a statistically significant association of the size of a specific brain structural abnormality with a specific behavioral deficit.These findings illustrate that in autism different patterns of underlying brain pathology may result in different patterns of functional deficits. In conjunction with previous studies of patients with acquired lesions, these data have implications for the brain bases of normal attention. The cerebellum may affect the speed with which attentional resources can be activated, while the parietal cortex affects the ability to use those resources for efficient information processing at locations outside an attended focus. Deficits in the speed and efficiency with which neural activity can be modulated to facilitate processing can clearly influence cognitive function. Such deficits may contribute to the behavioral disabilities that characterize autism.
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Abstract
Recent developments in functional imaging as well as the emergence of new anatomical imaging techniques suited for the study of white matter have shifted investigational paradigms from a localized to a more holistic network approach. Aside from detecting local activity, functional MRI can be applied to the study of connectivity. However, the concept of "functional connectivity" remains broad, and specific designs and analyses may affect the results. In addition, connectivity cannot be viewed in isolation. Rather, from a developmental perspective, connectivity and local cortical architecture are intimately related. Therefore, combined approaches examining local organization and connectivity are the most promising avenues for elucidating disturbances of neurofunctional organization in developmental disorders. Here this approach is illustrated via data obtained from autism research that suggest impaired local cortical architecture and reduced long-range connectivity between cerebral regions.
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Affiliation(s)
- Ralph-Axel Müller
- Brain Development Imaging Laboratory, Department of Psychology, San Diego State University, San Diego, CA 92120-1863, USA.
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Coben R, Myers TE. Connectivity Theory of Autism: Use of Connectivity Measures in Assessing and Treating Autistic Disorders. ACTA ACUST UNITED AC 2008. [DOI: 10.1080/10874200802398824] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Abstract
AbstractIn this paper we discuss the contribution of neural activity-dependent factors to shaping the brain in normal and pathologic development, and we discuss factors that determine the likelihood of recovery from the experience of abnormal neural activity during development.
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