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1.
J Neurodev Disord ; 16(1): 23, 2024 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-38720286

RESUMO

BACKGROUND: Autism spectrum disorder has been linked to a variety of organizational and developmental deviations in the brain. One such organizational difference involves hemispheric lateralization, which may be localized to language-relevant regions of the brain or distributed more broadly. METHODS: In the present study, we estimated brain hemispheric lateralization in autism based on each participant's unique functional neuroanatomy rather than relying on group-averaged data. Additionally, we explored potential relationships between the lateralization of the language network and behavioral phenotypes including verbal ability, language delay, and autism symptom severity. We hypothesized that differences in hemispheric asymmetries in autism would be limited to the language network, with the alternative hypothesis of pervasive differences in lateralization. We tested this and other hypotheses by employing a cross-sectional dataset of 118 individuals (48 autistic, 70 neurotypical). Using resting-state fMRI, we generated individual network parcellations and estimated network asymmetries using a surface area-based approach. A series of multiple regressions were then used to compare network asymmetries for eight significantly lateralized networks between groups. RESULTS: We found significant group differences in lateralization for the left-lateralized Language (d = -0.89), right-lateralized Salience/Ventral Attention-A (d = 0.55), and right-lateralized Control-B (d = 0.51) networks, with the direction of these group differences indicating less asymmetry in autistic males. These differences were robust across different datasets from the same participants. Furthermore, we found that language delay stratified language lateralization, with the greatest group differences in language lateralization occurring between autistic males with language delay and neurotypical individuals. CONCLUSIONS: These findings evidence a complex pattern of functional lateralization differences in autism, extending beyond the Language network to the Salience/Ventral Attention-A and Control-B networks, yet not encompassing all networks, indicating a selective divergence rather than a pervasive one. Moreover, we observed an association between Language network lateralization and language delay in autistic males.


Assuntos
Encéfalo , Lateralidade Funcional , Imageamento por Ressonância Magnética , Humanos , Masculino , Lateralidade Funcional/fisiologia , Encéfalo/fisiopatologia , Encéfalo/diagnóstico por imagem , Adulto , Adulto Jovem , Estudos Transversais , Adolescente , Transtorno do Espectro Autista/fisiopatologia , Rede Nervosa/fisiopatologia , Rede Nervosa/diagnóstico por imagem , Transtorno Autístico/fisiopatologia , Criança , Idioma
2.
Mol Autism ; 15(1): 19, 2024 May 07.
Artigo em Inglês | MEDLINE | ID: mdl-38711098

RESUMO

BACKGROUND: Most children with Autism Spectrum Disorder (ASD) have co-occurring language impairments and some of these autism-specific language difficulties are also present in their non-autistic first-degree relatives. One of the possible neural mechanisms associated with variability in language functioning is alterations in cortical gamma-band oscillations, hypothesized to be related to neural excitation and inhibition balance. METHODS: We used a high-density 128-channel electroencephalography (EEG) to register brain response to speech stimuli in a large sex-balanced sample of participants: 125 youth with ASD, 121 typically developing (TD) youth, and 40 unaffected siblings (US) of youth with ASD. Language skills were assessed with Clinical Evaluation of Language Fundamentals. RESULTS: First, during speech processing, we identified significantly elevated gamma power in ASD participants compared to TD controls. Second, across all youth, higher gamma power was associated with lower language skills. Finally, the US group demonstrated an intermediate profile in both language and gamma power, with nonverbal IQ mediating the relationship between gamma power and language skills. LIMITATIONS: We only focused on one of the possible neural contributors to variability in language functioning. Also, the US group consisted of a smaller number of participants in comparison to the ASD or TD groups. Finally, due to the timing issue in EEG system we have provided only non-phase-locked analysis. CONCLUSIONS: Autistic youth showed elevated gamma power, suggesting higher excitation in the brain in response to speech stimuli and elevated gamma power was related to lower language skills. The US group showed an intermediate pattern of gamma activity, suggesting that the broader autism phenotype extends to neural profiles.


Assuntos
Transtorno do Espectro Autista , Eletroencefalografia , Ritmo Gama , Humanos , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/psicologia , Masculino , Feminino , Adolescente , Criança , Idioma , Família , Irmãos
3.
J Neurodev Disord ; 16(1): 24, 2024 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-38720271

RESUMO

BACKGROUND: Autism spectrum disorder (ASD) is currently diagnosed in approximately 1 in 44 children in the United States, based on a wide array of symptoms, including sensory dysfunction and abnormal language development. Boys are diagnosed ~ 3.8 times more frequently than girls. Auditory temporal processing is crucial for speech recognition and language development. Abnormal development of temporal processing may account for ASD language impairments. Sex differences in the development of temporal processing may underlie the differences in language outcomes in male and female children with ASD. To understand mechanisms of potential sex differences in temporal processing requires a preclinical model. However, there are no studies that have addressed sex differences in temporal processing across development in any animal model of ASD. METHODS: To fill this major gap, we compared the development of auditory temporal processing in male and female wildtype (WT) and Fmr1 knock-out (KO) mice, a model of Fragile X Syndrome (FXS), a leading genetic cause of ASD-associated behaviors. Using epidural screw electrodes, we recorded auditory event related potentials (ERP) and auditory temporal processing with a gap-in-noise auditory steady state response (ASSR) paradigm at young (postnatal (p)21 and p30) and adult (p60) ages from both auditory and frontal cortices of awake, freely moving mice. RESULTS: The results show that ERP amplitudes were enhanced in both sexes of Fmr1 KO mice across development compared to WT counterparts, with greater enhancement in adult female than adult male KO mice. Gap-ASSR deficits were seen in the frontal, but not auditory, cortex in early development (p21) in female KO mice. Unlike male KO mice, female KO mice show WT-like temporal processing at p30. There were no temporal processing deficits in the adult mice of both sexes. CONCLUSIONS: These results show a sex difference in the developmental trajectories of temporal processing and hypersensitive responses in Fmr1 KO mice. Male KO mice show slower maturation of temporal processing than females. Female KO mice show stronger hypersensitive responses than males later in development. The differences in maturation rates of temporal processing and hypersensitive responses during various critical periods of development may lead to sex differences in language function, arousal and anxiety in FXS.


Assuntos
Modelos Animais de Doenças , Potenciais Evocados Auditivos , Proteína do X Frágil da Deficiência Intelectual , Síndrome do Cromossomo X Frágil , Camundongos Knockout , Caracteres Sexuais , Animais , Síndrome do Cromossomo X Frágil/fisiopatologia , Feminino , Masculino , Camundongos , Potenciais Evocados Auditivos/fisiologia , Proteína do X Frágil da Deficiência Intelectual/genética , Percepção Auditiva/fisiologia , Transtorno do Espectro Autista/fisiopatologia , Córtex Auditivo/fisiopatologia , Camundongos Endogâmicos C57BL
4.
Cereb Cortex ; 34(13): 30-39, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38696599

RESUMO

The amygdala undergoes a period of overgrowth in the first year of life, resulting in enlarged volume by 12 months in infants later diagnosed with ASD. The overgrowth of the amygdala may have functional consequences during infancy. We investigated whether amygdala connectivity differs in 12-month-olds at high likelihood (HL) for ASD (defined by having an older sibling with autism), compared to those at low likelihood (LL). We examined seed-based connectivity of left and right amygdalae, hypothesizing that the HL and LL groups would differ in amygdala connectivity, especially with the visual cortex, based on our prior reports demonstrating that components of visual circuitry develop atypically and are linked to genetic liability for autism. We found that HL infants exhibited weaker connectivity between the right amygdala and the left visual cortex, as well as between the left amygdala and the right anterior cingulate, with evidence that these patterns occur in distinct subgroups of the HL sample. Amygdala connectivity strength with the visual cortex was related to motor and communication abilities among HL infants. Findings indicate that aberrant functional connectivity between the amygdala and visual regions is apparent in infants with genetic liability for ASD and may have implications for early differences in adaptive behaviors.


Assuntos
Tonsila do Cerebelo , Imageamento por Ressonância Magnética , Córtex Visual , Humanos , Tonsila do Cerebelo/diagnóstico por imagem , Tonsila do Cerebelo/fisiopatologia , Masculino , Feminino , Lactente , Córtex Visual/diagnóstico por imagem , Córtex Visual/fisiopatologia , Córtex Visual/crescimento & desenvolvimento , Vias Neurais/fisiopatologia , Vias Neurais/diagnóstico por imagem , Transtorno Autístico/genética , Transtorno Autístico/fisiopatologia , Transtorno Autístico/diagnóstico por imagem , Transtorno do Espectro Autista/genética , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/diagnóstico por imagem , Predisposição Genética para Doença/genética
5.
Cereb Cortex ; 34(13): 172-186, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38696606

RESUMO

Individuals with autism spectrum disorder (ASD) experience pervasive difficulties in processing social information from faces. However, the behavioral and neural mechanisms underlying social trait judgments of faces in ASD remain largely unclear. Here, we comprehensively addressed this question by employing functional neuroimaging and parametrically generated faces that vary in facial trustworthiness and dominance. Behaviorally, participants with ASD exhibited reduced specificity but increased inter-rater variability in social trait judgments. Neurally, participants with ASD showed hypo-activation across broad face-processing areas. Multivariate analysis based on trial-by-trial face responses could discriminate participant groups in the majority of the face-processing areas. Encoding social traits in ASD engaged vastly different face-processing areas compared to controls, and encoding different social traits engaged different brain areas. Interestingly, the idiosyncratic brain areas encoding social traits in ASD were still flexible and context-dependent, similar to neurotypicals. Additionally, participants with ASD also showed an altered encoding of facial saliency features in the eyes and mouth. Together, our results provide a comprehensive understanding of the neural mechanisms underlying social trait judgments in ASD.


Assuntos
Transtorno do Espectro Autista , Encéfalo , Reconhecimento Facial , Imageamento por Ressonância Magnética , Percepção Social , Humanos , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/diagnóstico por imagem , Transtorno do Espectro Autista/psicologia , Masculino , Feminino , Adulto , Adulto Jovem , Reconhecimento Facial/fisiologia , Encéfalo/fisiopatologia , Encéfalo/diagnóstico por imagem , Julgamento/fisiologia , Mapeamento Encefálico , Adolescente
6.
Cereb Cortex ; 34(13): 40-49, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38696607

RESUMO

Attentional reorienting is dysfunctional not only in children with autism spectrum disorder (ASD), but also in infants who will develop ASD, thus constituting a potential causal factor of future social interaction and communication abilities. Following the research domain criteria framework, we hypothesized that the presence of subclinical autistic traits in parents should lead to atypical infants' attentional reorienting, which in turn should impact on their future socio-communication behavior in toddlerhood. During an attentional cueing task, we measured the saccadic latencies in a large sample (total enrolled n = 89; final sample n = 71) of 8-month-old infants from the general population as a proxy for their stimulus-driven attention. Infants were grouped in a high parental traits (HPT; n = 23) or in a low parental traits (LPT; n = 48) group, according to the degree of autistic traits self-reported by their parents. Infants (n = 33) were then longitudinally followed to test their socio-communicative behaviors at 21 months. Results show a sluggish reorienting system, which was a longitudinal predictor of future socio-communicative skills at 21 months. Our combined transgenerational and longitudinal findings suggest that the early functionality of the stimulus-driven attentional network-redirecting attention from one event to another-could be directly connected to future social and communication development.


Assuntos
Atenção , Pais , Humanos , Masculino , Feminino , Lactente , Atenção/fisiologia , Pais/psicologia , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/psicologia , Comportamento Social , Comunicação , Estudos Longitudinais , Transtorno Autístico/psicologia , Transtorno Autístico/fisiopatologia , Sinais (Psicologia) , Movimentos Sacádicos/fisiologia , Adulto
7.
Neuron ; 112(9): 1375-1378, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38697019

RESUMO

Animal models are instrumental to understanding the mechanisms underlying autism spectrum disorder, yet translating human behavioral phenotypes remains challenging. Wang et al. leverage a conserved sensorimotor reflex to elucidate synaptic deficits in Scn2a haploinsufficiency and pilot novel rescue strategies.


Assuntos
Transtorno do Espectro Autista , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/genética , Humanos , Animais , Reflexo/fisiologia , Modelos Animais de Doenças
8.
PLoS Biol ; 22(5): e3002596, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38718086

RESUMO

Autism spectrum disorders (ASD) frequently accompany macrocephaly, which often involves hydrocephalic enlargement of brain ventricles. Katnal2 is a microtubule-regulatory protein strongly linked to ASD, but it remains unclear whether Katnal2 knockout (KO) in mice leads to microtubule- and ASD-related molecular, synaptic, brain, and behavioral phenotypes. We found that Katnal2-KO mice display ASD-like social communication deficits and age-dependent progressive ventricular enlargements. The latter involves increased length and beating frequency of motile cilia on ependymal cells lining ventricles. Katnal2-KO hippocampal neurons surrounded by enlarged lateral ventricles show progressive synaptic deficits that correlate with ASD-like transcriptomic changes involving synaptic gene down-regulation. Importantly, early postnatal Katnal2 re-expression prevents ciliary, ventricular, and behavioral phenotypes in Katnal2-KO adults, suggesting a causal relationship and a potential treatment. Therefore, Katnal2 negatively regulates ependymal ciliary function and its deletion in mice leads to ependymal ciliary hyperfunction and hydrocephalus accompanying ASD-related behavioral, synaptic, and transcriptomic changes.


Assuntos
Transtorno do Espectro Autista , Cílios , Epêndima , Camundongos Knockout , Fenótipo , Animais , Cílios/metabolismo , Epêndima/metabolismo , Camundongos , Transtorno do Espectro Autista/genética , Transtorno do Espectro Autista/metabolismo , Transtorno do Espectro Autista/fisiopatologia , Hidrocefalia/genética , Hidrocefalia/metabolismo , Hidrocefalia/patologia , Hidrocefalia/fisiopatologia , Hipocampo/metabolismo , Masculino , Neurônios/metabolismo , Camundongos Endogâmicos C57BL , Sinapses/metabolismo , Comportamento Animal , Katanina/metabolismo , Katanina/genética , Transcriptoma/genética , Modelos Animais de Doenças
9.
J Bodyw Mov Ther ; 38: 464-473, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38763594

RESUMO

BACKGROUND: Persons on the autism spectrum exhibit poorer body awareness than neurotypical persons. Since movement quality may be regarded as an expression of body awareness, assessment of movement quality is important. Sound assessments of measurement properties are essential if reliable decisions about body awareness interventions for persons on the autism spectrum are to be made, but there is insufficient research. OBJECTIVE: To assess measurement properties of the Body Awareness Scale Movement Quality (BAS MQ) in an autism and a neurotypical reference group. METHODS: Persons on the autism spectrum (n=108) and neurotypical references (n=32) were included. All were assessed with BAS MQ. Data were analyzed according to the Rasch model. RESULTS: BAS MQ was found to have acceptable unidimensionality, supported by the fit statistics. The hierarchical ordering showed that coordination ability was the most difficult, followed by stability and relating. Response category functioning worked as intended for 19 out of 23 items. There were few difficult items, which decreased targeting. Reliability measures were good. BAS MQ discriminated between the autism and the reference groups, with the autism group exhibiting poorer movement quality, reflecting clinical observations and previous research. CONCLUSIONS: BAS MQ was found to have acceptable measurement properties, though suffering from problems with targeting item difficulty to person ability for persons on the autism spectrum. The BAS MQ may, along with experienced movement quality, contribute to clinically relevant information of persons on the autism spectrum, although we encourage refinements and further analyses to improve its measurement properties.


Assuntos
Transtorno do Espectro Autista , Conscientização , Movimento , Humanos , Feminino , Masculino , Transtorno do Espectro Autista/fisiopatologia , Adulto , Movimento/fisiologia , Conscientização/fisiologia , Reprodutibilidade dos Testes , Adulto Jovem , Adolescente , Psicometria/normas , Pessoa de Meia-Idade , Imagem Corporal/psicologia
10.
Front Endocrinol (Lausanne) ; 15: 1343759, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38752176

RESUMO

Syndromic autism spectrum conditions (ASC), such as Klinefelter syndrome, also manifest hypogonadism. Compared to the popular Extreme Male Brain theory, the Enhanced Perceptual Functioning model explains the connection between ASC, savant traits, and giftedness more seamlessly, and their co-emergence with atypical sexual differentiation. Overexcitability of primary sensory inputs generates a relative enhancement of local to global processing of stimuli, hindering the abstraction of communication signals, in contrast to the extraordinary local information processing skills in some individuals. Weaker inhibitory function through gamma-aminobutyric acid type A (GABAA) receptors and the atypicality of synapse formation lead to this difference, and the formation of unique neural circuits that process external information. Additionally, deficiency in monitoring inner sensory information leads to alexithymia (inability to distinguish one's own emotions), which can be caused by hypoactivity of estrogen and oxytocin in the interoceptive neural circuits, comprising the anterior insular and cingulate gyri. These areas are also part of the Salience Network, which switches between the Central Executive Network for external tasks and the Default Mode Network for self-referential mind wandering. Exploring the possibility that estrogen deficiency since early development interrupts GABA shift, causing sensory processing atypicality, it helps to evaluate the co-occurrence of ASC with attention deficit hyperactivity disorder, dyslexia, and schizophrenia based on phenotypic and physiological bases. It also provides clues for understanding the common underpinnings of these neurodevelopmental disorders and gifted populations.


Assuntos
Androgênios , Transtorno do Espectro Autista , Estrogênios , Humanos , Androgênios/deficiência , Androgênios/metabolismo , Estrogênios/metabolismo , Estrogênios/deficiência , Transtorno do Espectro Autista/metabolismo , Transtorno do Espectro Autista/fisiopatologia , Masculino , Diferenciação Sexual/fisiologia , Síndrome de Klinefelter/fisiopatologia , Síndrome de Klinefelter/metabolismo , Percepção/fisiologia , Encéfalo/metabolismo
11.
PLoS One ; 19(5): e0300274, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38748641

RESUMO

Visual statistical Learning (SL) allows infants to extract the statistical relationships embedded in a sequence of elements. SL plays a crucial role in language and communication competencies and has been found to be impacted in Autism Spectrum Disorder (ASD). This study aims to investigate visual SL in infants at higher likelihood of developing ASD (HL-ASD) and its predictive value on autistic-related traits at 24-36 months. At 6 months of age, SL was tested using a visual habituation task in HL-ASD and neurotypical (NT) infants. All infants were habituated to a visual sequence of shapes containing statistically predictable patterns. In the test phase, infants viewed the statistically structured, familiar sequence in alternation with a novel sequence that did not contain any statistical information. HL-ASD infants were then evaluated at 24-36 months to investigate the associations between visual SL and ASD-related traits. Our results showed that NT infants were able to learn the statistical structure embedded in the visual sequences, while HL-ASD infants showed different learning patterns. A regression analysis revealed that SL ability in 6-month-old HL-ASD infants was related to social communication and interaction abilities at 24-36 months of age. These findings indicate that early differences in learning visual statistical patterns might contribute to later social communication skills.


Assuntos
Transtorno do Espectro Autista , Aprendizagem , Humanos , Lactente , Masculino , Feminino , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/psicologia , Aprendizagem/fisiologia , Pré-Escolar , Comunicação , Habilidades Sociais , Transtorno Autístico/fisiopatologia , Transtorno Autístico/psicologia
12.
PLoS One ; 19(5): e0302236, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38743688

RESUMO

Autism is a representative disorder of pervasive developmental disorder. It exerts influence upon an individual's behavior and performance, potentially co-occurring with other mental illnesses. Consequently, an effective diagnostic approach proves to be invaluable in both therapeutic interventions and the timely provision of medical support. Currently, most scholars' research primarily relies on neuroimaging techniques for auxiliary diagnosis and does not take into account the distinctive features of autism's social impediments. In order to address this deficiency, this paper introduces a novel convolutional neural network-support vector machine model that integrates resting state functional magnetic resonance imaging data with the social responsiveness scale metrics for the diagnostic assessment of autism. We selected 821 subjects containing the social responsiveness scale measure from the publicly available Autism Brain Imaging Data Exchange dataset, including 379 subjects with autism spectrum disorder and 442 typical controls. After preprocessing of fMRI data, we compute the static and dynamic functional connectivity for each subject. Subsequently, convolutional neural networks and attention mechanisms are utilized to extracts their respective features. The extracted features, combined with the social responsiveness scale features, are then employed as novel inputs for the support vector machine to categorize autistic patients and typical controls. The proposed model identifies salient features within the static and dynamic functional connectivity, offering a possible biological foundation for clinical diagnosis. By incorporating the behavioral assessments, the model achieves a remarkable classification accuracy of 94.30%, providing a more reliable support for auxiliary diagnosis.


Assuntos
Transtorno Autístico , Imageamento por Ressonância Magnética , Redes Neurais de Computação , Máquina de Vetores de Suporte , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Feminino , Transtorno Autístico/diagnóstico , Transtorno Autístico/fisiopatologia , Transtorno do Espectro Autista/diagnóstico , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Adolescente , Criança , Adulto , Adulto Jovem
13.
Cereb Cortex ; 34(13): 94-103, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38696597

RESUMO

Autism (or autism spectrum disorder) was initially defined as a psychiatric disorder, with the likely cause maternal behavior (the very destructive "refrigerator mother" theory). It took several decades for research into brain mechanisms to become established. Both neuropathological and imaging studies found differences in the cerebellum in autism spectrum disorder, the most widely documented being a decreased density of Purkinje cells in the cerebellar cortex. The popular interpretation of these results is that cerebellar neuropathology is a critical cause of autism spectrum disorder. We challenge that view by arguing that if fewer Purkinje cells are critical for autism spectrum disorder, then any condition that causes the loss of Purkinje cells should also cause autism spectrum disorder. We will review data on damage to the cerebellum from cerebellar lesions, tumors, and several syndromes (Joubert syndrome, Fragile X, and tuberous sclerosis). Collectively, these studies raise the question of whether the cerebellum really has a role in autism spectrum disorder. Autism spectrum disorder is now recognized as a genetically caused developmental disorder. A better understanding of the genes that underlie the differences in brain development that result in autism spectrum disorder is likely to show that these genes affect the development of the cerebellum in parallel with the development of the structures that do underlie autism spectrum disorder.


Assuntos
Cerebelo , Humanos , Cerebelo/patologia , Transtorno do Espectro Autista/patologia , Transtorno do Espectro Autista/genética , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/diagnóstico por imagem , Animais , Transtorno Autístico/patologia , Transtorno Autístico/genética , Transtorno Autístico/fisiopatologia , Células de Purkinje/patologia
14.
Commun Biol ; 7(1): 485, 2024 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-38649483

RESUMO

Converging evidence implicates disrupted brain connectivity in autism spectrum disorder (ASD); however, the mechanisms linking altered connectivity early in development to the emergence of ASD symptomatology remain poorly understood. Here we examined whether atypicalities in the Salience Network - an early-emerging neural network involved in orienting attention to the most salient aspects of one's internal and external environment - may predict the development of ASD symptoms such as reduced social attention and atypical sensory processing. Six-week-old infants at high likelihood of developing ASD based on family history exhibited stronger Salience Network connectivity with sensorimotor regions; infants at typical likelihood of developing ASD demonstrated stronger Salience Network connectivity with prefrontal regions involved in social attention. Infants with higher connectivity with sensorimotor regions had lower connectivity with prefrontal regions, suggesting a direct tradeoff between attention to basic sensory versus socially-relevant information. Early alterations in Salience Network connectivity predicted subsequent ASD symptomatology, providing a plausible mechanistic account for the unfolding of atypical developmental trajectories associated with vulnerability to ASD.


Assuntos
Transtorno do Espectro Autista , Humanos , Lactente , Masculino , Feminino , Transtorno do Espectro Autista/fisiopatologia , Imageamento por Ressonância Magnética , Rede Nervosa/fisiopatologia , Atenção/fisiologia , Encéfalo/fisiopatologia , Encéfalo/crescimento & desenvolvimento , Vias Neurais/fisiopatologia
15.
Neuroimage ; 292: 120594, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38569980

RESUMO

Converging evidence increasingly suggests that psychiatric disorders, such as major depressive disorder (MDD) and autism spectrum disorder (ASD), are not unitary diseases, but rather heterogeneous syndromes that involve diverse, co-occurring symptoms and divergent responses to treatment. This clinical heterogeneity has hindered the progress of precision diagnosis and treatment effectiveness in psychiatric disorders. In this study, we propose BPI-GNN, a new interpretable graph neural network (GNN) framework for analyzing functional magnetic resonance images (fMRI), by leveraging the famed prototype learning. In addition, we introduce a novel generation process of prototype subgraph to discover essential edges of distinct prototypes and employ total correlation (TC) to ensure the independence of distinct prototype subgraph patterns. BPI-GNN can effectively discriminate psychiatric patients and healthy controls (HC), and identify biological meaningful subtypes of psychiatric disorders. We evaluate the performance of BPI-GNN against 11 popular brain network classification methods on three psychiatric datasets and observe that our BPI-GNN always achieves the highest diagnosis accuracy. More importantly, we examine differences in clinical symptom profiles and gene expression profiles among identified subtypes and observe that our identified brain-based subtypes have the clinical relevance. It also discovers the subtype biomarkers that align with current neuro-scientific knowledge.


Assuntos
Encéfalo , Imageamento por Ressonância Magnética , Redes Neurais de Computação , Humanos , Imageamento por Ressonância Magnética/métodos , Encéfalo/diagnóstico por imagem , Adulto , Transtornos Mentais/diagnóstico por imagem , Transtornos Mentais/classificação , Transtornos Mentais/diagnóstico , Feminino , Masculino , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/fisiopatologia , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/diagnóstico , Transtorno Depressivo Maior/classificação , Adulto Jovem , Transtorno do Espectro Autista/diagnóstico por imagem , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/diagnóstico
16.
Comput Biol Med ; 174: 108415, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38599070

RESUMO

Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder that requires objective and accurate identification methods for effective early intervention. Previous population-based methods via functional connectivity (FC) analysis ignore the differences between positive and negative FCs, which provide the potential information complementarity. And they also require additional information to construct a pre-defined graph. Meanwhile, two challenging demand attentions are the imbalance of performance caused by the class distribution and the inherent heterogeneity of multi-site data. In this paper, we propose a novel dynamic graph Transformer network based on dual-view connectivity for ASD Identification. It is based on the Autoencoders, which regard the input feature as individual feature and without any inductive bias. First, a dual-view feature extractor is designed to extract individual and complementary information from positive and negative connectivity. Then Graph Transformer network is innovated with a hot plugging K-Nearest Neighbor (KNN) algorithm module which constructs a dynamic population graph without any additional information. Additionally, we introduce the PolyLoss function and the Vrex method to address the class imbalance and improve the model's generalizability. The evaluation experiment on 1102 subjects from the ABIDE I dataset demonstrates our method can achieve superior performance over several state-of-the-art methods and satisfying generalizability for ASD identification.


Assuntos
Algoritmos , Transtorno do Espectro Autista , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética/métodos , Criança , Masculino , Encéfalo/fisiopatologia , Encéfalo/diagnóstico por imagem , Redes Neurais de Computação , Feminino
17.
Res Dev Disabil ; 149: 104742, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38678875

RESUMO

BACKGROUND: Autistic features and sensory processing difficulties and their phenotypic co-expression with alexithymia share a transdiagnostic vulnerability. In this work, we explored whether the current concept of broad autism phenotype rather translates altered sensory processing (non-specific to autism), meaning that the characteristics of altered sensory processing should be overexpressed among individuals with heightened vulnerability to sensory processing atypicalities (parents of children with sensorial processing disorder, or SPD parents) and individuals with heightened vulnerability to autistic traits (parents of children with autism spectrum disorders, or ASD parents). In addition, the association between altered sensory processing and alexithymia was inspected. METHOD: The Adolescent/Adult Sensory Profile, Autism Spectrum Quotient, and Toronto Alexithymia Scale were completed by 31 parents of children with ASD, 32 parents of children with SPD, and 52 parents of typically developed (TD) children. RESULTS: Extreme sensory patterns were overexpressed both in parents of children with SPD and parents of children with ASD when compared to parents of TD children. In addition, extreme sensory patterns were significantly associated with alexithymia scores. Specifically, sensory avoidance, low registration, and sensory sensitivity were positively correlated with alexithymia. No significant differences were found regarding the proportion of autistic traits and alexithymia between ASD and SPD groups of parents. CONCLUSIONS: These results challenge the specificity of broad autism phenotype and suggest a neurodevelopmental atypicity with roots in altered sensory and emotional processing.


Assuntos
Sintomas Afetivos , Transtorno do Espectro Autista , Pais , Humanos , Sintomas Afetivos/fisiopatologia , Sintomas Afetivos/psicologia , Transtorno do Espectro Autista/psicologia , Transtorno do Espectro Autista/fisiopatologia , Masculino , Feminino , Pais/psicologia , Criança , Adolescente , Adulto , Transtornos de Sensação/fisiopatologia , Transtornos de Sensação/psicologia , Estudos de Casos e Controles , Pessoa de Meia-Idade
18.
Percept Mot Skills ; 131(3): 785-804, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38565219

RESUMO

In this study, we explored the immediate and three-month follow-up effects of physical training on physical fitness in children with autism spectrum disorder (ASD). We randomly assigned 20 children with ASD (age 8-11 years) into an experimental group (EG; n = 10) and a control group (CG; n = 10). The EG participated in an 8-week training program involving both strength and proprioceptive exercises (three 60-minute sessions/week), while the CG simply maintained their daily activities. We assessed physical fitness components for each participant at baseline, post-training, and at a 3-month follow-up. The physical training intervention significantly improved physical fitness of these children with ASD in terms of their flexibility (p < .001; 32.46%), lower limbs strength (p = .003; 36.98%), lower body power (p < .001; 41.78%) and functional mobility (p < .001; 25.56%). However, these addition training-induced gains were lost at follow-up for lower limbs strength (p < .001), flexibility (p < .001), and functional mobility (p = .034)). Physical training was effective for improving physical fitness in children with ASD, but the loss of these gains at three months follow-up underscored the need for continuous physical exercise.


Assuntos
Transtorno do Espectro Autista , Força Muscular , Aptidão Física , Propriocepção , Humanos , Transtorno do Espectro Autista/reabilitação , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/terapia , Criança , Masculino , Aptidão Física/fisiologia , Feminino , Propriocepção/fisiologia , Força Muscular/fisiologia , Terapia por Exercício/métodos , Seguimentos , Treinamento Resistido/métodos , Extremidade Inferior/fisiopatologia , Extremidade Inferior/fisiologia
19.
Neurosci Biobehav Rev ; 161: 105686, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38657845

RESUMO

Rodents, along with numerous other mammals, heavily depend on olfactory cues to navigate their social interactions. Processing of olfactory sensory inputs is mediated by conserved brain circuits that ultimately trigger social behaviors, such as social interactions and parental care. Although innate, parenting is influenced by internal states, social experience, genetics, and the environment, and any significant disruption of these factors can impact the social circuits. Here, we review the molecular mechanisms and social circuits from the olfactory epithelium to central processing that initiate parental behaviors and their dysregulations that may contribute to the social impairments in mouse models of autism spectrum disorders (ASD). We discuss recent advances of the crucial role of olfaction in parental care, its consequences for social interactions, and the reciprocal influence on social interaction impairments in mouse models of ASD.


Assuntos
Transtorno do Espectro Autista , Modelos Animais de Doenças , Olfato , Animais , Transtorno do Espectro Autista/fisiopatologia , Camundongos , Olfato/fisiologia , Humanos , Poder Familiar/psicologia , Comportamento Social , Condutos Olfatórios/fisiopatologia
20.
Cell Rep Med ; 5(5): 101534, 2024 May 21.
Artigo em Inglês | MEDLINE | ID: mdl-38670100

RESUMO

Thalamocortical (TC) circuits are essential for sensory information processing. Clinical and preclinical studies of autism spectrum disorders (ASDs) have highlighted abnormal thalamic development and TC circuit dysfunction. However, mechanistic understanding of how TC dysfunction contributes to behavioral abnormalities in ASDs is limited. Here, our study on a Shank3 mouse model of ASD reveals TC neuron hyperexcitability with excessive burst firing and a temporal mismatch relationship with slow cortical rhythms during sleep. These TC electrophysiological alterations and the consequent sensory hypersensitivity and sleep fragmentation in Shank3 mutant mice are causally linked to HCN2 channelopathy. Restoring HCN2 function early in postnatal development via a viral approach or lamotrigine (LTG) ameliorates sensory and sleep problems. A retrospective case series also supports beneficial effects of LTG treatment on sensory behavior in ASD patients. Our study identifies a clinically relevant circuit mechanism and proposes a targeted molecular intervention for ASD-related behavioral impairments.


Assuntos
Transtorno do Espectro Autista , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização , Proteínas do Tecido Nervoso , Tálamo , Animais , Tálamo/metabolismo , Tálamo/patologia , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização/metabolismo , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização/genética , Proteínas do Tecido Nervoso/genética , Proteínas do Tecido Nervoso/metabolismo , Camundongos , Transtorno do Espectro Autista/genética , Transtorno do Espectro Autista/metabolismo , Transtorno do Espectro Autista/fisiopatologia , Transtorno do Espectro Autista/patologia , Lamotrigina/farmacologia , Córtex Cerebral/metabolismo , Córtex Cerebral/patologia , Proteínas dos Microfilamentos/genética , Proteínas dos Microfilamentos/metabolismo , Canalopatias/genética , Canalopatias/metabolismo , Canalopatias/patologia , Humanos , Modelos Animais de Doenças , Masculino , Neurônios/metabolismo , Feminino , Camundongos Endogâmicos C57BL , Mutação/genética , Sono/fisiologia , Sono/efeitos dos fármacos , Sono/genética , Canais de Potássio
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