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1.
Mol Autism ; 8: 19, 2017.
Article in English | MEDLINE | ID: mdl-28392909

ABSTRACT

BACKGROUND: Childhood disintegrative disorder (CDD) is a rare form of autism spectrum disorder (ASD) of unknown etiology. It is characterized by late-onset regression leading to significant intellectual disability (ID) and severe autism. Although there are phenotypic differences between CDD and other forms of ASD, it is unclear if there are neurobiological differences. METHODS: We pursued a multidisciplinary study of CDD (n = 17) and three comparison groups: low-functioning ASD (n = 12), high-functioning ASD (n = 50), and typically developing (n = 26) individuals. We performed whole-exome sequencing (WES), copy number variant (CNV), and gene expression analyses of CDD and, on subsets of each cohort, non-sedated functional magnetic resonance imaging (fMRI) while viewing socioemotional (faces) and non-socioemotional (houses) stimuli and eye tracking while viewing emotional faces. RESULTS: We observed potential differences between CDD and other forms of ASD. WES and CNV analyses identified one or more rare de novo, homozygous, and/or hemizygous (mother-to-son transmission on chrX) variants for most probands that were not shared by unaffected sibling controls. There were no clearly deleterious variants or highly recurrent candidate genes. Candidate genes that were found to be most conserved at variant position and most intolerant of variation, such as TRRAP, ZNF236, and KIAA2018, play a role or may be involved in transcription. Using the human BrainSpan transcriptome dataset, CDD candidate genes were found to be more highly expressed in non-neocortical regions than neocortical regions. This expression profile was similar to that of an independent cohort of ASD probands with regression. The non-neocortical regions overlapped with those identified by fMRI as abnormally hyperactive in response to viewing faces, such as the thalamus, cerebellum, caudate, and hippocampus. Eye-tracking analysis showed that, among individuals with ASD, subjects with CDD focused on eyes the most when shown pictures of faces. CONCLUSIONS: Given that cohort sizes were limited by the rarity of CDD, and the challenges of conducting non-sedated fMRI and eye tracking in subjects with ASD and significant ID, this is an exploratory study designed to investigate the neurobiological features of CDD. In addition to reporting the first multimodal analysis of CDD, a combination of fMRI and eye-tracking analyses are being presented for the first time for low-functioning individuals with ASD. Our results suggest differences between CDD and other forms of ASD on the neurobiological as well as clinical level.


Subject(s)
Autism Spectrum Disorder/genetics , Brain/physiopathology , Chromosomes, Human, X/chemistry , Intellectual Disability/genetics , Transcriptome , Adaptor Proteins, Signal Transducing/genetics , Autism Spectrum Disorder/diagnostic imaging , Autism Spectrum Disorder/physiopathology , Basic Helix-Loop-Helix Transcription Factors/genetics , Brain/diagnostic imaging , Brain/metabolism , Brain Mapping , Case-Control Studies , Child , Child, Preschool , DNA Copy Number Variations , Disease Progression , Female , Gene Expression , Humans , Intellectual Disability/diagnostic imaging , Intellectual Disability/physiopathology , Magnetic Resonance Imaging , Male , Maternal Inheritance , Nuclear Proteins/genetics , Phenotype , Polymorphism, Genetic , Severity of Illness Index , Siblings , Transcription Factors/genetics , Exome Sequencing
2.
Neuroreport ; 27(14): 1081-5, 2016 Sep 28.
Article in English | MEDLINE | ID: mdl-27532879

ABSTRACT

Behavioral interventions for autism have gained prominence in recent years; however, the neural-systems-level targets of these interventions remain poorly understood. We use a novel Bayesian framework to extract network-based differences before and after a 16-week pivotal response treatment (PRT) regimen. Our results suggest that the functional changes induced by PRT localize to the posterior cingulate and are marked by a shift in connectivity from the orbitofrontal cortex to the occipital-temporal cortex. Our results illuminate a potential PRT-induced learning mechanism, whereby the neural circuits involved during social perception shift from sensory and attentional systems to higher-level object and face processing areas.


Subject(s)
Autism Spectrum Disorder/pathology , Autism Spectrum Disorder/rehabilitation , Behavior Therapy/methods , Brain/diagnostic imaging , Brain/physiopathology , Autism Spectrum Disorder/diagnostic imaging , Bayes Theorem , Child , Child, Preschool , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Neural Pathways/diagnostic imaging , Oxygen/blood
3.
IEEE Trans Med Imaging ; 35(8): 1866-82, 2016 08.
Article in English | MEDLINE | ID: mdl-26955022

ABSTRACT

We propose a unified Bayesian framework to detect both hyper- and hypo-active communities within whole-brain fMRI data. Specifically, our model identifies dense subgraphs that exhibit population-level differences in functional synchrony between a control and clinical group. We derive a variational EM algorithm to solve for the latent posterior distributions and parameter estimates, which subsequently inform us about the afflicted network topology. We demonstrate that our method provides valuable insights into the neural mechanisms underlying social dysfunction in autism, as verified by the Neurosynth meta-analytic database. In contrast, both univariate testing and community detection via recursive edge elimination fail to identify stable functional communities associated with the disorder.


Subject(s)
Bayes Theorem , Algorithms , Autistic Disorder , Brain , Humans , Magnetic Resonance Imaging
4.
Mol Autism ; 7: 11, 2016.
Article in English | MEDLINE | ID: mdl-26816612

ABSTRACT

BACKGROUND: Individuals with autism spectrum disorder (ASD) have been characterized by altered cerebral cortical structures; however, the field has yet to identify consistent markers and prior studies have included mostly adolescents and adults. While there are multiple cortical morphological measures, including cortical thickness, surface area, cortical volume, and cortical gyrification, few single studies have examined all these measures. The current study analyzed all of the four measures and focused on pre-adolescent children with ASD. METHODS: We employed the FreeSurfer pipeline to examine surface-based morphometry in 60 high-functioning boys with ASD (mean age = 8.35 years, range = 4-12 years) and 41 gender-, age-, and IQ-matched typically developing (TD) peers (mean age = 8.83 years), while testing for age-by-diagnosis interaction and between-group differences. RESULTS: During childhood and in specific regions, ASD participants exhibited a lack of normative age-related cortical thinning and volumetric reduction and an abnormal age-related increase in gyrification. Regarding surface area, ASD and TD exhibited statistically comparable age-related development during childhood. Across childhood, ASD relative to TD participants tended to have higher mean levels of gyrification in specific regions. Within ASD, those with higher Social Responsiveness Scale total raw scores tended to have greater age-related increase in gyrification in specific regions during childhood. CONCLUSIONS: ASD is characterized by cortical neuroanatomical abnormalities that are age-, measure-, statistical model-, and region-dependent. The current study is the first to examine the development of all four cortical measures in one of the largest pre-adolescent samples. Strikingly, Neurosynth-based quantitative reverse inference of the surviving clusters suggests that many of the regions identified above are related to social perception, language, self-referential, and action observation networks-those frequently found to be functionally altered in individuals with ASD. The comprehensive, multilevel analyses across a wide range of cortical measures help fill a knowledge gap and present a complex but rich picture of neuroanatomical developmental differences in children with ASD.


Subject(s)
Cerebral Cortex/pathology , Child Development Disorders, Pervasive/pathology , Magnetic Resonance Imaging , Neuroimaging , Age Factors , Child , Child, Preschool , Gray Matter/pathology , Humans , Image Processing, Computer-Assisted , Male , Organ Size , White Matter/pathology
5.
Cereb Cortex ; 26(6): 2705-14, 2016 06.
Article in English | MEDLINE | ID: mdl-26048952

ABSTRACT

C-tactile (CT) afferents encode caress-like touch that supports social-emotional development, and stimulation of the CT system engages the insula and cortical circuitry involved in social-emotional processing. Very few neuroimaging studies have investigated the neural mechanisms of touch processing in people with autism spectrum disorder (ASD), who often exhibit atypical responses to touch. Using functional magnetic resonance imaging, we evaluated the hypothesis that children and adolescents with ASD would exhibit atypical brain responses to CT-targeted touch. Children and adolescents with ASD, relative to typically developing (TD) participants, exhibited reduced activity in response to CT-targeted (arm) versus non-CT-targeted (palm) touch in a network of brain regions known to be involved in social-emotional information processing including bilateral insula and insular operculum, the right posterior superior temporal sulcus, bilateral temporoparietal junction extending into the inferior parietal lobule, right fusiform gyrus, right amygdala, and bilateral ventrolateral prefrontal cortex including the inferior frontal and precentral gyri, suggesting atypical social brain hypoactivation. Individuals with ASD (vs. TD) showed an enhanced response to non-CT-targeted versus CT-targeted touch in the primary somatosensory cortex, suggesting atypical sensory cortical hyper-reactivity.


Subject(s)
Affect/physiology , Autism Spectrum Disorder/physiopathology , Brain/physiopathology , Touch Perception/physiology , Adolescent , Arm/physiopathology , Autism Spectrum Disorder/psychology , Brain Mapping , Child , Child, Preschool , Female , Humans , Magnetic Resonance Imaging , Male , Young Adult
6.
Neuroimage Clin ; 8: 356-66, 2015.
Article in English | MEDLINE | ID: mdl-26106561

ABSTRACT

Resting-state functional magnetic resonance imaging (rsfMRI) studies reveal a complex pattern of hyper- and hypo-connectivity in children with autism spectrum disorder (ASD). Whereas rsfMRI findings tend to implicate the default mode network and subcortical areas in ASD, task fMRI and behavioral experiments point to social dysfunction as a unifying impairment of the disorder. Here, we leverage a novel Bayesian framework for whole-brain functional connectomics that aggregates population differences in connectivity to localize a subset of foci that are most affected by ASD. Our approach is entirely data-driven and does not impose spatial constraints on the region foci or dictate the trajectory of altered functional pathways. We apply our method to data from the openly shared Autism Brain Imaging Data Exchange (ABIDE) and pinpoint two intrinsic functional networks that distinguish ASD patients from typically developing controls. One network involves foci in the right temporal pole, left posterior cingulate cortex, left supramarginal gyrus, and left middle temporal gyrus. Automated decoding of this network by the Neurosynth meta-analytic database suggests high-level concepts of "language" and "comprehension" as the likely functional correlates. The second network consists of the left banks of the superior temporal sulcus, right posterior superior temporal sulcus extending into temporo-parietal junction, and right middle temporal gyrus. Associated functionality of these regions includes "social" and "person". The abnormal pathways emanating from the above foci indicate that ASD patients simultaneously exhibit reduced long-range or inter-hemispheric connectivity and increased short-range or intra-hemispheric connectivity. Our findings reveal new insights into ASD and highlight possible neural mechanisms of the disorder.


Subject(s)
Autism Spectrum Disorder/physiopathology , Cerebral Cortex/physiopathology , Communication , Connectome/methods , Nerve Net/physiopathology , Social Perception , Adolescent , Bayes Theorem , Child , Humans , Magnetic Resonance Imaging , Male
7.
Neurosci Biobehav Rev ; 51: 263-75, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25660957

ABSTRACT

In the field of social neuroscience, major branches of research have been instrumental in describing independent components of typical and aberrant social information processing, but the field as a whole lacks a comprehensive model that integrates different branches. We review existing research related to the neural basis of three key neural systems underlying social information processing: social perception, action observation, and theory of mind. We propose an integrative model that unites these three processes and highlights the posterior superior temporal sulcus (pSTS), which plays a central role in all three systems. Furthermore, we integrate these neural systems with the dual system account of implicit and explicit social information processing. Large-scale meta-analyses based on Neurosynth confirmed that the pSTS is at the intersection of the three neural systems. Resting-state functional connectivity analysis with 1000 subjects confirmed that the pSTS is connected to all other regions in these systems. The findings presented in this review are specifically relevant for psychiatric research especially disorders characterized by social deficits such as autism spectrum disorder.


Subject(s)
Brain/physiology , Models, Neurological , Motion Perception/physiology , Social Perception , Theory of Mind/physiology , Animals , Humans
8.
Brain Imaging Behav ; 9(1): 74-88, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25370452

ABSTRACT

We investigated the mechanisms by which Pivotal Response Treatment (PRT) improves social communication in a case series of 10 preschool-aged children with Autism Spectrum Disorder (ASD). Functional magnetic resonance imaging (fMRI) identified brain responses during a biological motion perception task conducted prior to and following 16 weeks of PRT treatment. Overall, the neural systems supporting social perception in these 10 children were malleable through implementation of PRT; following treatment, neural responses were more similar to those of typically developing children (TD). However, at baseline, half of the children exhibited hypoactivation, relative to a group of TD children, in the right posterior superior temporal sulcus (pSTS), and half exhibited hyperactivation in this region. Strikingly, the groups exhibited differential neural responses to treatment: The five children who exhibited hypoactivation at baseline evidenced increased activation in components of the reward system including the ventral striatum and putamen. The five children who exhibited hyperactivation at baseline evidenced decreased activation in subcortical regions critical for regulating the flow of stimulation and conveying signals of salience to the cortex-the thalamus, amygdala, and hippocampus. Our results support further investigation into the differential effects of particular treatment strategies relative to specific neural targets. Identification of treatment strategies that address the patterns of neural vulnerability unique to each patient is consistent with the priority of creating individually tailored interventions customized to the behavioral and neural characteristics of a given person.


Subject(s)
Autism Spectrum Disorder/therapy , Behavior Therapy/methods , Autism Spectrum Disorder/physiopathology , Brain Mapping , Child , Child Behavior/physiology , Child, Preschool , Female , Humans , Magnetic Resonance Imaging/methods , Male , Nerve Net/physiopathology , Treatment Outcome
9.
Curr Top Behav Neurosci ; 16: 215-33, 2014.
Article in English | MEDLINE | ID: mdl-24481546

ABSTRACT

Autism spectrum disorder (ASD) is an early onset neurodevelopmental disorder marked by impairments in reciprocal social interaction, communication, and the presence of repetitive or restricted interests and behaviors. Despite great phenotypic heterogeneity and etiologic diversity in ASD, social dysfunction is the unifying feature of ASD. This chapter focuses on understanding the neural systems involved in the processing of social information and its disruption in ASD by reviewing the conceptual background and highlighting some recent advances. In addition, work investigating an alternative interpretation of autistic dysfunction, problems with interconnectivity, and consequent difficulties with complex information processing are addressed.


Subject(s)
Biomarkers , Brain/physiopathology , Child Development Disorders, Pervasive/physiopathology , Social Behavior , Social Perception , Brain/metabolism , Child Development Disorders, Pervasive/diagnosis , Child Development Disorders, Pervasive/metabolism , Humans
10.
J Autism Dev Disord ; 43(9): 2199-206, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23334807

ABSTRACT

Why do individuals with more autistic traits experience social difficulties? Here we examined the hypothesis that these difficulties stem in part from a challenge in understanding social acting, the prosocial pretense that adults routinely produce to maintain positive relationships with their ingroup. In Study 1, we developed a self-administered test of social-acting understanding: participants read stories in which a character engaged in social acting and rated the appropriateness of the character's response. Adults who scored 26 or higher on the Autism Spectrum Quotient (AQ) questionnaire gave significantly lower ratings than comparison participants (AQ < 26). Study 2 found that difficulty in understanding social acting, but not false beliefs, mediated the link between autistic traits and perceived ingroup relationships.


Subject(s)
Child Development Disorders, Pervasive/psychology , Interpersonal Relations , Social Behavior , Social Perception , Adult , Culture , Female , Humans , Male
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