RESUMO
This study examined the perception of an ASD label compared to Asperger's syndrome or no diagnosis. Seventy-one undergraduates read an adapted vignette (Ohan et al. J Autism Dev Disord 45:3384-3389, 2015) about an undergraduate with ASD, Asperger's Syndrome, or No Diagnosis. Participants also completed questionnaires. More positive ratings emerged for the Asperger's and ASD labels than No Diagnosis in low contact scenarios, particularly when involving greater social versus professional interaction. In contrast, more positive ratings emerged for the Asperger's compared to the ASD and No Diagnosis on high contact items. Ratings between low and high contact items differed only for ASD. Results demonstrate the impact of diagnostic labels across social contexts and support the need for education surrounding changes in nosology.
Assuntos
Síndrome de Asperger/psicologia , Atitude , Transtorno Autístico/psicologia , Manual Diagnóstico e Estatístico de Transtornos Mentais , Adulto , Síndrome de Asperger/classificação , Síndrome de Asperger/patologia , Transtorno Autístico/classificação , Transtorno Autístico/patologia , Criança , Feminino , Humanos , Masculino , Estudantes/psicologia , Inquéritos e QuestionáriosRESUMO
El síndrome de Asperger (SA) es un trastorno del neurodesarrollo que se caracteriza por presentar deterioros cualitativos de las interacciones sociales recíprocas y de los modos de comunicación, como también por la restricción del repertorio de intereses y de actividades que se aprecian estereotipadas y repetitivas. En la actualidad, el Manual Diagnóstico y Estadístico de Trastornos Mentales (DSM-V) decide eliminar esta subcategoría e incorporarla en una categoría general conocida como trastorno del espectro autista (TEA), lo que ha producido muchos debates y desacuerdos principalmente por distingirlo o no, con el autismo del alto funcionamiento (AAF). Un enfoque para resolver esta cuestión corresponde a los esfuerzos que se realizan por comprender la neuroanatomía estructural y funcional del TEA y del SA en particular, sin embargo, estas aproximaciones han dado lugar a resultados variables, debido a las diferencias en la edad, género, subcategorías y coefieciente intelectual de los sujetos de estudio, así como por criterios de inclusión y metodología de estudio. En base a lo anterior, el objetivo de esta revisión fue exponer el conocimiento actual de las características neuroanatómicas del SA considerando para esto aquellas investigaciones del TEA que individualizan este trastorno como entidad diagnóstica y lo diferencian del AAF.
The asperger syndrome (AS) is a neurodevelopmental disorder that is characterized by qualitative deterioration of reciprocal social interactions and communication methods, as well as by the restriction of the repertoire of interests and activities that are perceived as stereotyped and repetitive. Actually, the Diagnostic and Statistical Manual of Mental Disorders (DSM-V) decides to eliminate this subcategory and to incorporate it into a general category known as autism spectrum disorder (ASD), which has produced many debates and disagreements mainly to distinguish it or not with High Functioning Autism (HFA). One approach to address this question is the effort to understand the structural and functional neuroanatomy of ASD and AS in particular; however, this approach has led to variable outcomes, often due to differences in age, gender, subcategories and IQ of study subjects, as well as by inclusion criteria and study methodology. Based on the above-mentioned, the aim of this review was to present the current knowledge of the neuroanatomical characteristics of AS considering for this the investigations of the ASD that individualize this disorder as a diagnostic entity and differentiate it from HFA.
Assuntos
Humanos , Síndrome de Asperger/diagnóstico , Síndrome de Asperger/patologia , Encéfalo/patologia , NeuroanatomiaRESUMO
PURPOSE: Proton magnetic resonance spectroscopy (1H MRS) is a noninvasive neuroimaging method to quantify biochemical metabolites in vivo and it can serve as a powerful tool to monitor neurobiochemical profiles in the brain. Asperger's syndrome (AS) is a type of autism spectrum disorder, which is characterized by impaired social skills and restrictive, repetitive patterns of interest and activities, while intellectual levels and language skills are relatively preserved. Despite clinical aspects have been well-characterized, neurometabolic profiling in the brain of AS remains to be clear. The present study used proton magnetic resonance spectroscopy (1H MRS) to investigate whether pediatric AS is associated with measurable neurometabolic abnormalities that can contribute new information on the neurobiological underpinnings of the disorder. METHODS: Study participants consisted of 34 children with AS (2-12 years old; mean age 5.2 (±2.0); 28 boys) and 19 typically developed children (2-11 years old; mean age 5.6 (±2.6); 12 boys) who served as the normal control group. The 1H MRS data were obtained from two regions of interest: the anterior cingulate cortex (ACC) and left cerebellum. RESULTS: In the ACC, levels of N-acetylaspartate (NAA), total creatine (tCr), total choline-containing compounds (tCho) and myo-Inositol (mI) were significantly decreased in children with AS compared to controls. On the other hand, no significant group differences in any of the metabolites were found in the left cerebellum. Neither age nor sex accounted for the metabolic findings in the regions. CONCLUSION: The finding of decreased levels of NAA, tCr, tCho, and mI in the ACC but not in left cerebellar voxels in the AS, suggests a lower ACC neuronal density in the present AS cohort compared to controls.
Assuntos
Síndrome de Asperger/patologia , Cerebelo/metabolismo , Giro do Cíngulo/patologia , Espectroscopia de Prótons por Ressonância Magnética/métodos , Ácido Aspártico/análogos & derivados , Ácido Aspártico/metabolismo , Criança , Pré-Escolar , Colina/metabolismo , Creatina/metabolismo , Feminino , Humanos , Inositol/metabolismo , MasculinoRESUMO
Neurological soft signs (NSS) are frequently found in psychiatric disorders of significant neurodevelopmental origin. Previous MRI studies in schizophrenia have shown that NSS are associated with abnormal cortical, thalamic and cerebellar structure and function. So far, however, no neuroimaging studies investigated brain correlates of NSS in individuals with Asperger-Syndrome (AS) and the question whether the two disorders exhibit common or disease-specific cortical correlates of NSS remains unresolved. High-resolution MRI data at 3 T were obtained from 48 demographically matched individuals (16 schizophrenia patients, 16 subjects with AS and 16 healthy individuals). The surface-based analysis via Freesurfer enabled calculation of cortical thickness, area and folding (local gyrification index, LGI). NSS were examined on the Heidelberg Scale and related to cortical measures. In schizophrenia, higher NSS were associated with reduced cortical thickness and LGI in fronto-temporo-parietal brain areas. In AS, higher NSS were associated with increased frontotemporal cortical thickness. This study lends further support to the hypothesis that disorder-specific mechanisms contribute to NSS expression in schizophrenia and AS. Pointing towards dissociable neural patterns may help deconstruct the complex processes underlying NSS in these neurodevelopmental disorders.
Assuntos
Síndrome de Asperger/diagnóstico por imagem , Esquizofrenia/diagnóstico por imagem , Adulto , Síndrome de Asperger/patologia , Biomarcadores/análise , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Estudos de Casos e Controles , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/patologia , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética/métodos , Masculino , Neuroimagem/métodos , Lobo Parietal/diagnóstico por imagem , Lobo Parietal/patologia , Desempenho Psicomotor , Esquizofrenia/patologia , Tálamo/diagnóstico por imagem , Tálamo/patologiaRESUMO
The neuropeptide oxytocin has recently been shown to enhance eye gaze and emotion recognition in healthy men. Here, we report a randomized double-blind, placebo-controlled trial that examined the neural and behavioral effects of a single dose of intranasal oxytocin on emotion recognition in individuals with Asperger syndrome (AS), a clinical condition characterized by impaired eye gaze and facial emotion recognition. Using functional magnetic resonance imaging, we examined whether oxytocin would enhance emotion recognition from facial sections of the eye vs the mouth region and modulate regional activity in brain areas associated with face perception in both adults with AS, and a neurotypical control group. Intranasal administration of the neuropeptide oxytocin improved performance in a facial emotion recognition task in individuals with AS. This was linked to increased left amygdala reactivity in response to facial stimuli and increased activity in the neural network involved in social cognition. Our data suggest that the amygdala, together with functionally associated cortical areas mediate the positive effect of oxytocin on social cognitive functioning in AS.
Assuntos
Tonsila do Cerebelo/efeitos dos fármacos , Síndrome de Asperger/patologia , Síndrome de Asperger/psicologia , Emoções/efeitos dos fármacos , Ocitocina/administração & dosagem , Reconhecimento Psicológico/efeitos dos fármacos , Administração Intranasal , Tonsila do Cerebelo/irrigação sanguínea , Análise de Variância , Viés , Estudos de Casos e Controles , Estudos Cross-Over , Método Duplo-Cego , Esquema de Medicação , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Masculino , Oxigênio/sangue , Reconhecimento Visual de Modelos/efeitos dos fármacos , Estimulação LuminosaAssuntos
Humanos , Pré-Escolar , Criança , Adolescente , Psiquiatria do Adolescente , Cuidado da Criança/psicologia , Deficiências do Desenvolvimento/psicologia , Psicopatologia , Política Pública , /complicações , /história , /patologia , Bulimia Nervosa/patologia , Deficiência Intelectual/patologia , Encoprese/patologia , Síndrome de Asperger/patologia , Sintomas Afetivos/psicologia , Transtorno Autístico/patologia , Transtorno da Conduta/patologia , Transtornos de Ansiedade/patologia , Deficiências da Aprendizagem/patologia , Transtornos de Deficit da Atenção e do Comportamento Disruptivo/patologiaRESUMO
To investigate whether there are global white matter (WM) differences between autistic and healthy adults, we performed diffusion tensor imaging (DTI) in 14 male adults with Asperger syndrome (AS) and 19 gender-, age-, and intelligence quotient-matched controls. We focused on individuals with high-functioning autism spectrum disorder (ASD), AS, to decrease heterogeneity caused by large variation in the cognitive profile. Previous DTI studies of ASD have mainly focused on finding local changes in fractional anisotropy (FA) and mean diffusivity (MD), two indexes used to characterize microstructural properties of WM. Although the local or voxel-based approaches may be able to provide detailed information in terms of location of the observed differences, such results are known to be highly sensitive to partial volume effects, registration errors, or placement of the regions of interest. Therefore, we performed global histogram analyses of (a) whole-brain tractography results and (b) skeletonized WM masks. In addition to the FA and MD, the planar diffusion coefficient (CP) was computed as it can provide more specific information of the complexity of the neural structure. Our main finding indicated that adults with AS had higher mean FA values than controls. A less complex neural structure in adults with AS could have explained the results, but no significant difference in CP was found. Our results suggest that there are global abnormalities in the WM tissue of adults with AS.
Assuntos
Síndrome de Asperger/patologia , Encéfalo/patologia , Imagem de Tensor de Difusão/métodos , Fibras Nervosas Mielinizadas/patologia , Adulto , Anisotropia , Mapeamento Encefálico/métodos , Humanos , Processamento de Imagem Assistida por Computador/métodos , Masculino , Vias Neurais/patologiaRESUMO
BACKGROUND: The purpose of the present study was to evaluate selected regions of interest in children and adolescents with nonverbal learning disabilities (NVLD), Asperger syndrome (AS), and age-matched healthy controls using magnetic resonance imaging (MRI). It was hypothesized that children with AS would show larger volumes of the amygdala and hippocampal regions than the other groups. It was also hypothesized that both clinical groups would show differences in the caudate and anterior cingulate cortex (ACC). METHOD: There were a total of 89 children in the final sample (31 controls, 29 NVLD, 29 AS). Each child completed a MRI scan as well as basic cognitive screening measures. High-resolution T1-weighted MR volumetric images were acquired. The volume of gray matter, white matter, cerebrospinal fluid (CSF), amygdala, hippocampus, and anterior cingulate cortex (ACC) was obtained. RESULTS: The hypothesis that the AS group would show larger hippocampal and amygdala volumes than the other groups was confirmed. For the AS and NVLD groups, the ACC was found to be significantly smaller than that of the control group. CONCLUSIONS: These results suggest that the ACC and amygdala/hippocampal regions are deficient in children with AS, likely contributing to difficulty with modulating of emotional reactivity.
Assuntos
Síndrome de Asperger/patologia , Síndrome de Asperger/psicologia , Deficiências da Aprendizagem/patologia , Deficiências da Aprendizagem/psicologia , Adaptação Psicológica/fisiologia , Adolescente , Encéfalo/patologia , Criança , Escolaridade , Feminino , Lateralidade Funcional/fisiologia , Humanos , Imageamento por Ressonância Magnética , Masculino , Testes Neuropsicológicos , Reprodutibilidade dos Testes , Percepção Social , Escalas de WechslerRESUMO
We investigated the predictive power of morphological features in 224 autistic patients and 224 matched-pairs controls. To assess the relationship between the morphological features and autism, we used the receiver operator curves (ROC). In addition, we used recursive partitioning (RP) to determine a specific pattern of abnormalities that is characteristic for the difference between autistic children and typically developing controls. The present findings showed that morphological features are significantly increased in patients with autism. Using ROC and RP, some of the morphological measures also led to strong predictive accuracy. Facial asymmetry, multiple hair whorls and prominent forehead significantly differentiated patients with autism from controls. Future research on multivariable risk prediction models may benefit from the use of morphological features.
Assuntos
Transtorno Autístico/patologia , Face/patologia , Adolescente , Síndrome de Asperger/patologia , Estudos de Casos e Controles , Criança , Pré-Escolar , Face/anormalidades , Face/anatomia & histologia , Feminino , Testa/anormalidades , Testa/anatomia & histologia , Testa/patologia , Humanos , Masculino , Curva ROCRESUMO
Brain imaging studies contribute to the neurobiological understanding of Autism Spectrum Conditions (ASC). Herein, we tested the prediction that distributed neurodevelopmental abnormalities in brain development impact on the homogeneity of brain tissue measured using texture analysis (TA; a morphological method for surface pattern characterization). TA was applied to structural magnetic resonance brain scans of 54 adult participants (24 with Asperger syndrome (AS) and 30 controls). Measures of mean gray-level intensity, entropy and uniformity were extracted from gray matter images at fine, medium and coarse textures. Comparisons between AS and controls identified higher entropy and lower uniformity across textures in the AS group. Data reduction of texture parameters revealed three orthogonal principal components. These were used as regressors-of-interest in a voxel-based morphometry analysis that explored the relationship between surface texture variations and regional gray matter volume. Across the AS but not control group, measures of entropy and uniformity were related to the volume of the caudate nuclei, whereas mean gray-level was related to the size of the cerebellar vermis. Similar to neuropathological studies, our study provides evidence for distributed abnormalities in the structural integrity of gray matter in adults with ASC, in particular within corticostriatal and corticocerebellar networks. Additionally, this in-vivo technique may be more sensitive to fine microstructural organization than other more traditional magnetic resonance approaches and serves as a future testable biomarker in AS and other neurodevelopmental disorders.
Assuntos
Síndrome de Asperger/patologia , Cerebelo/anormalidades , Cerebelo/patologia , Adulto , Síndrome de Asperger/diagnóstico , Biomarcadores , Feminino , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Neuroimagem/métodosRESUMO
By merging neuropsychological (CANTAB/cambridge neuropsychological test automated battery) and structural brain imaging data (voxel-based-morphometry) the present study sought to identify the neurocognitive correlates of executive functions in individuals with Asperger syndrome (AS) compared to healthy controls. Results disclosed subtle group differences regarding response speed on only one CANTAB subtest that is thought to tap fronto-executive network functions (SWM/spatial working memory). Across all participants, SWM performance was significantly associated with two brain regions (precentral gyrus white matter, precuneus grey matter), thus suggesting a close link between fronto-executive functions (SWM) and circumscribed fronto-parietal brain structures. Finally, symptom severity (ADOS total score) was best predicted by response speed on a set-shifting task (IES) thought to tap fronto-striatal functions (corrected R2 56%).
Assuntos
Síndrome de Asperger/fisiopatologia , Encéfalo/fisiopatologia , Função Executiva/fisiologia , Memória de Curto Prazo/fisiologia , Percepção Espacial/fisiologia , Adolescente , Síndrome de Asperger/patologia , Encéfalo/patologia , Criança , Feminino , Lobo Frontal/patologia , Lobo Frontal/fisiopatologia , Humanos , Masculino , Lobo Parietal/patologia , Lobo Parietal/fisiopatologia , Escalas de Graduação Psiquiátrica , Desempenho Psicomotor/fisiologia , Índice de Gravidade de DoençaRESUMO
AIM: We aimed to investigate the induction of long-term potentiation (LTP)-like plasticity by paired associative stimulation (PAS) in patients with high-functioning autism and Asperger syndrome (HFA/AS). METHOD: PAS with an interstimulus interval between electrical and transcranial magnetic stimulation of 25 ms (PAS(25)) was performed in patients with HFA/AS (n=9; eight males, one female; mean age 17 y 11 mo, SD 4 y 5 mo) and in typically developing age-matched volunteers (n=9; five males, four females; mean age 22 y 4 mo, SD 5 y 2 mo). The amplitude of motor-evoked potentials was measured before PAS(25), immediately after stimulation, and 30 minutes and 60 minutes later. A PAS protocol adapted to individual N20 latency (PAS(N20+2)) was performed in six additional patients with HFA/AS. Short-interval intracortical inhibition was measured using paired-pulse stimulation. RESULTS: In contrast to the typically developing participants, the patients with HFA/AS did not show a significant increase in motor-evoked potentials after PAS(25). This finding could also be demonstrated after adaptation for N20 latency. Short-interval intracortical inhibition of patients with HFA/AS was normal compared with the comparison group and did not correlate with PAS effect. INTERPRETATION: Our results show a significant impairment of LTP-like plasticity induced by PAS in individuals with HFA/AS compared with typically developing participants. This finding is in accordance with results from animal studies as well as human studies. Impaired LTP-like plasticity in patients with HFA/AS points towards reduced excitatory synaptic connectivity and deficits in sensory-motor integration in these patients.
Assuntos
Síndrome de Asperger/patologia , Transtorno Autístico/patologia , Potencial Evocado Motor/fisiologia , Potenciação de Longa Duração/fisiologia , Córtex Motor/fisiopatologia , Adolescente , Adulto , Análise de Variância , Síndrome de Asperger/fisiopatologia , Transtorno Autístico/fisiopatologia , Estimulação Elétrica , Eletromiografia , Feminino , Humanos , Masculino , Inibição Neural/fisiologia , Tempo de Reação/fisiologia , Fatores de Tempo , Estimulação Magnética Transcraniana , Adulto JovemRESUMO
Rightward cerebral lateralization has been suggested to be involved in the neuropathology of autism spectrum conditions. We investigated functional and neuroanatomical asymmetry, in terms of handedness and corpus callosum measurements in male adolescents with autism, their unaffected siblings and controls, and their associations with executive dysfunction and symptom severity. Adolescents with autism did not differ from controls in functional asymmetry, but neuroanatomically showed the expected pattern of stronger rightward lateralization in the posterior and anterior midbody based on their hand-preference. Measures of symptom severity were related to rightward asymmetry in three subregions (splenium, posterior midbody and rostral body). We found the opposite pattern for the isthmus and rostrum with better cognitive and less severe clinical scores associated with rightward lateralization.
Assuntos
Síndrome de Asperger/fisiopatologia , Transtorno Autístico/fisiopatologia , Corpo Caloso/anatomia & histologia , Lateralidade Funcional/fisiologia , Adolescente , Síndrome de Asperger/patologia , Transtorno Autístico/patologia , Criança , Função Executiva/fisiologia , Humanos , Masculino , Fenótipo , Escalas de Graduação Psiquiátrica , Teoria Psicológica , Índice de Gravidade de Doença , Irmãos/psicologia , Escalas de WechslerRESUMO
Despite recent interest in the pathogenesis of the autism spectrum disorders (pervasive developmental disorders), neuropathological descriptions of brains of individuals with well documented clinical information and without potentially confounding symptomatology are exceptionally rare. Asperger syndrome differs from classic autism by lack of cognitive impairment or delay in expressive language acquisition. We examined the 1,570 g brain of a 63 year old otherwise healthy mathematician with an Autistic Spectrum Disorder of Asperger subtype. Except for an atypical gyral pattern and megalencephaly, we detected no specific neuropathologic abnormality. Taken together, the behavioral data and pathological findings in this case are compatible with an early neurodevelopmental process affecting multiple neuroanatomic networks, but without a convincing morphologic signature detectable with routine neuropathologic technology.
Assuntos
Síndrome de Asperger/patologia , Encéfalo/patologia , Síndrome de Asperger/psicologia , Humanos , Masculino , Pessoa de Meia-IdadeRESUMO
It has been proposed that people with autism spectrum disorder (ASD) have abnormal morphometry and development of the amygdala and hippocampus (AH). However, previous reports are inconsistent, perhaps because they included people of different ASD diagnoses, ages, and health. We compared, using magnetic resonance imaging, the in vivo anatomy of the AH in 32 healthy individuals with Asperger syndrome (12-47 years) and 32 healthy controls who did not differ significantly in age or IQ. We measured bulk (gray + white matter) volume of the AH using manual tracing (MEASURE). We first compared the volume of AH between individuals with Asperger syndrome and controls and then investigated age-related differences. We compared differences in anatomy before, and after, correcting for whole brain size. There was no significant between group differences in whole brain volume. However, individuals with Asperger syndrome had a significantly larger raw bulk volume of total (P<0.01), right (P<0.01), and left amygdala (P<0.05); and when corrected for overall brain size, total (P<0.05), and right amygdala (P<0.01). There was a significant group difference in aging of left amygdala; controls, but not individuals with Asperger syndrome, had a significant age-related increase in volume (r = 0.486, P<0.01, and r = 0.007, P = 0.97, z = 1.995). There were no significant group differences in volume or age-related effects in hippocampus. Individuals with Asperger syndrome have significant differences from controls in bulk volume and aging of the amygdala.
Assuntos
Envelhecimento , Tonsila do Cerebelo/patologia , Síndrome de Asperger/patologia , Transtornos Globais do Desenvolvimento Infantil/patologia , Hipocampo/patologia , Imageamento por Ressonância Magnética/métodos , Adolescente , Adulto , Fatores Etários , Tonsila do Cerebelo/anatomia & histologia , Mapeamento Encefálico/métodos , Criança , Hipocampo/anatomia & histologia , Humanos , Imageamento Tridimensional/métodos , Pessoa de Meia-Idade , Reino Unido , Adulto JovemRESUMO
Evidence from biochemical, imaging, and treatment studies suggest abnormalities of the serotonin system in autism spectrum disorders, in particular in frontolimbic areas of the brain. We used the radiotracers [(11)C]MDL 100907 and [(11)C]DASB to characterize the 5-HT(2A) receptor and serotonin transporter in Asperger's Disorder. Seventeen individuals with Asperger's Disorder (age=34.3 ± 11.1 years) and 17 healthy controls (age=33.0 ± 9.6 years) were scanned with [(11)C]MDL 100907. Of the 17 patients, eight (age=29.7 ± 7.0 years) were also scanned with [¹¹C]DASB, as were eight healthy controls (age=28.7 ± 7.0 years). Patients with Asperger's Disorder and healthy control subjects were matched for age, gender, and ethnicity, and all had normal intelligence. Metabolite-corrected arterial plasma inputs were collected and data analyzed by two-tissue compartment modeling. The primary outcome measure was regional binding potential BP(ND). Neither regional [¹¹C]MDL 100907 BP(ND) nor [¹¹C]DASB BP(ND) was statistically different between the Asperger's and healthy subjects. This study failed to find significant alterations in binding parameters of 5-HT(2A) receptors and serotonin transporters in adult subjects with Asperger's disorder.
Assuntos
Síndrome de Asperger , Benzilaminas/farmacocinética , Fluorbenzenos/farmacocinética , Piperidinas/farmacocinética , Receptor 5-HT2A de Serotonina/metabolismo , Proteínas da Membrana Plasmática de Transporte de Serotonina/metabolismo , Adolescente , Adulto , Síndrome de Asperger/diagnóstico por imagem , Síndrome de Asperger/metabolismo , Síndrome de Asperger/patologia , Mapeamento Encefálico , Radioisótopos de Carbono , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons , Antagonistas da Serotonina , Adulto JovemRESUMO
PURPOSE: Autism spectrum disorder (ASD) is a neurodevelopmental disorder, of which Asperger syndrome and high-functioning autism are subtypes. Our goal is: 1) to determine whether a diagnostic model based on single-nucleotide polymorphisms (SNPs), brain regional thickness measurements, or brain regional volume measurements can distinguish Asperger syndrome from high-functioning autism; and 2) to compare the SNP, thickness, and volume-based diagnostic models. MATERIAL AND METHODS: Our study included 18 children with ASD: 13 subjects with high-functioning autism and 5 subjects with Asperger syndrome. For each child, we obtained 25 SNPs for 8 ASD-related genes; we also computed regional cortical thicknesses and volumes for 66 brain structures, based on structural magnetic resonance (MR) examination. To generate diagnostic models, we employed five machine-learning techniques: decision stump, alternating decision trees, multi-class alternating decision trees, logistic model trees, and support vector machines. RESULTS: For SNP-based classification, three decision-tree-based models performed better than the other two machine-learning models. The performance metrics for three decision-tree-based models were similar: decision stump was modestly better than the other two methods, with accuracy = 90%, sensitivity = 0.95 and specificity = 0.75. All thickness and volume-based diagnostic models performed poorly. The SNP-based diagnostic models were superior to those based on thickness and volume. For SNP-based classification, rs878960 in GABRB3 (gamma-aminobutyric acid A receptor, beta 3) was selected by all tree-based models. CONCLUSION: Our analysis demonstrated that SNP-based classification was more accurate than morphometry-based classification in ASD subtype classification. Also, we found that one SNP--rs878960 in GABRB3--distinguishes Asperger syndrome from high-functioning autism.
Assuntos
Transtornos Globais do Desenvolvimento Infantil/diagnóstico , Imageamento por Ressonância Magnética/métodos , Polimorfismo de Nucleotídeo Único , Inteligência Artificial , Síndrome de Asperger/diagnóstico , Síndrome de Asperger/genética , Síndrome de Asperger/patologia , Transtorno Autístico/diagnóstico , Transtorno Autístico/genética , Transtorno Autístico/patologia , Encéfalo/patologia , Criança , Transtornos Globais do Desenvolvimento Infantil/genética , Transtornos Globais do Desenvolvimento Infantil/patologia , Técnicas de Apoio para a Decisão , Feminino , Humanos , Masculino , Valor Preditivo dos Testes , Receptores de GABA-A/genética , Reprodutibilidade dos Testes , Sensibilidade e EspecificidadeRESUMO
CONTEXT: Studies investigating abnormalities of regional gray matter volume in autism spectrum disorder (ASD) have yielded contradictory results. It is unclear whether the current subtyping of ASD into autistic disorder and Asperger disorder is neurobiologically valid. OBJECTIVES: To conduct a quantitative meta-analysis of voxel-based morphometry studies exploring gray matter volume abnormalities in ASD, to examine potential neurobiological differences among ASD subtypes, and to create an online database to facilitate replication and further analyses by other researchers. DATA SOURCES: We retrieved studies from PubMed, ScienceDirect, Scopus, and Web of Knowledge databases between June 3, 1999, the date of the first voxel-based morphometry study in ASD, and October 31, 2010. Studies were also retrieved from reference lists and review articles. We contacted authors soliciting additional data. STUDY SELECTION: Twenty-four data sets met inclusion criteria, comprising 496 participants with ASD and 471 healthy control individuals. DATA EXTRACTION: Peak coordinates of clusters of regional gray matter differences between participants with ASD and controls, as well as demographic, clinical, and methodologic variables, were extracted from each study or obtained from the authors. DATA SYNTHESIS: No differences in overall gray matter volume were found between participants with ASD and healthy controls. Participants with ASD were found to have robust decreases of gray matter volume in the bilateral amygdala-hippocampus complex and the bilateral precuneus. A small increase of gray matter volume in the middle-inferior frontal gyrus was also found. No significant differences in overall or regional gray matter volumes were found between autistic disorder and Asperger disorder. Decreases of gray matter volume in the right precuneus were statistically higher in adults than in adolescents with ASD. CONCLUSIONS: These results confirm the crucial involvement of structures linked to social cognition in ASD. The absence of significant differences between ASD subtypes may have important nosologic implications for the DSM-5. The publically available database will be a useful resource for future research.