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1.
Rev Neurol ; 66(S01): S45-S49, 2018 Mar 01.
Article in Spanish | MEDLINE | ID: mdl-29516452

ABSTRACT

INTRODUCTION: The perisylvian areas, located around the Sylvian fissure, are constituted by frontal, temporal and parietal brain regions. These are connected forming specialized neural networks and play a primary role in the development of linguistic skills and social cognition. These areas are a possible neuronal substrate of cognitive and behavioral impairments in patients with autism spectrum disorders (ASD). AIM: To locate and quantify epileptiform activity sources through magnetoencephalography in frontal perisylvian areas in children with idiopathic ASD. PATIENTS AND METHODS: Sixty-eight children with idiopathic ASD were studied by magnetoencephalography. The children were classified into two groups: a group of 41 children with autistic disorder and a combined group of 27 children with Asperger syndrome and children with pervasive developmental disorder not otherwise specified. The sources of magnetoencephalografic epileptiform activity detected in the frontal perisylvian were localized and quantified. RESULTS: The amount of epileptiform activity in frontal perisylvian region was significantly higher in children with autistic disorder. CONCLUSIONS: The amount of epileptiform activity in frontal perisylvian areas differed significantly between children with autistic disorder and those with Asperger syndrome and pervasive developmental disorder not otherwise specified.


TITLE: Alteraciones magnetoencefalograficas perisilvianas en pacientes con trastornos del espectro autista.Introduccion. Las areas perisilvianas se situan alrededor de la cisura de Silvio y estan constituidas por regiones cerebrales frontales, temporales y parietales. Estas regiones estan conectadas formando redes neurales especializadas y desempeñan una funcion elemental en el desarrollo de las habilidades linguisticas y de la cognicion social. Estas areas son un posible sustrato neural de las alteraciones cognitivas y conductuales en los pacientes con trastornos del espectro autista (TEA). Objetivo. Localizar y cuantificar las fuentes de actividad epileptiforme mediante magnetoencefalografia en areas frontales perisilvianas en niños con TEA primario. Pacientes y metodos. Se estudio a 68 niños con TEA idiopatico mediante magnetoencefalografia. Se clasificaron en dos grupos: uno de 41 niños con trastorno autista y un grupo combinado de 27 niños con sindrome de Asperger y niños con trastorno generalizado del desarrollo no especificado. Se localizaron y se cuantificaron las fuentes de actividad epileptiforme magnetoencefalografica detectadas en las areas frontales perisilvianas. Resultados. La actividad epileptiforme en la region perisilviana frontal fue significativamente mayor en el grupo de niños con trastorno autista. Conclusiones. La localizacion y cantidad de actividad epileptiforme en areas frontales perisilvianas difirieron significativamente entre los niños con trastorno autista y aquellos con sindrome de Asperger y trastorno generalizado del desarrollo no especificado.


Subject(s)
Asperger Syndrome/physiopathology , Autism Spectrum Disorder/physiopathology , Cerebral Aqueduct , Cerebral Cortex/physiopathology , Child Development Disorders, Pervasive/physiopathology , Magnetoencephalography , Adolescent , Asperger Syndrome/diagnostic imaging , Autism Spectrum Disorder/diagnostic imaging , Brain Waves , Cerebral Aqueduct/diagnostic imaging , Cerebral Cortex/diagnostic imaging , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child, Preschool , Female , Humans , Male
2.
Brain Connect ; 7(4): 250-257, 2017 05.
Article in English | MEDLINE | ID: mdl-28443736

ABSTRACT

Functional connectivity studies play a huge role in understanding the relationship between the network connections and the behavioral phenotype of patients with pervasive developmental disorders (PDD). Some patients with PDD may not be able to tolerate the imaging procedure while they are awake, and, hence, they often need general anesthesia. General anesthesia is a confounding factor in functional imaging studies due to its effect on the functional connectivity. The objective of this study is to look at the resting-state functional connectivity (RS-FC) under sevoflurane anesthesia in patients with PDDs. Thirteen adults with PDD scheduled for magnetic resonance imaging (MRI) of the brain under general anesthesia were recruited for the study. Resting-state functional MRI (fMRI) scans were acquired at 1 minimum alveolar concentration (MAC) of sevoflurane. Spontaneous blood oxygenation level-dependent fluctuations were measured, and a seed-voxel analysis was done to identify the resting-state networks. Subjects' data were compared with data from 16 nonanesthetized healthy controls. Six networks (default mode network [DMN], executive control network [ECN], salience network [SN], auditory, visual, and sensorimotor) were investigated. At 1 MAC sevoflurane anesthesia, RS-FC was preserved in all the networks. Secondary analysis of connectivity showed a decrease in connectivity within the thalamus and an increase in DMN-ECN and DMN-SN cross-network connectivity in the anesthetized patient group compared to healthy controls. Previous reports suggested that even mild levels of anesthesia could reduce overall fluctuation levels in the major brain. However, our results provide strong evidence that most networks can sustain detectable levels of activity in patients with PDDs even under deep levels of anesthesia.


Subject(s)
Anesthetics, Inhalation/pharmacology , Brain/drug effects , Child Development Disorders, Pervasive/physiopathology , Methyl Ethers/pharmacology , Adolescent , Adult , Anesthesia, General , Brain/diagnostic imaging , Brain/physiopathology , Case-Control Studies , Child Development Disorders, Pervasive/diagnostic imaging , Female , Functional Neuroimaging , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neural Pathways/diagnostic imaging , Neural Pathways/drug effects , Neural Pathways/physiopathology , Pilot Projects , Sevoflurane , Young Adult
4.
Proc Natl Acad Sci U S A ; 112(4): 1208-13, 2015 Jan 27.
Article in English | MEDLINE | ID: mdl-25583500

ABSTRACT

Identifying potentially unique features of the human cerebral cortex is a first step to understanding how evolution has shaped the brain in our species. By analyzing MR images obtained from 177 humans and 73 chimpanzees, we observed a human-specific asymmetry in the superior temporal sulcus at the heart of the communication regions and which we have named the "superior temporal asymmetrical pit" (STAP). This 45-mm-long segment ventral to Heschl's gyrus is deeper in the right hemisphere than in the left in 95% of typical human subjects, from infanthood till adulthood, and is present, irrespective of handedness, language lateralization, and sex although it is greater in males than in females. The STAP also is seen in several groups of atypical subjects including persons with situs inversus, autistic spectrum disorder, Turner syndrome, and corpus callosum agenesis. It is explained in part by the larger number of sulcal interruptions in the left than in the right hemisphere. Its early presence in the infants of this study as well as in fetuses and premature infants suggests a strong genetic influence. Because this asymmetry is barely visible in chimpanzees, we recommend the STAP region during midgestation as an important phenotype to investigate asymmetrical variations of gene expression among the primate lineage. This genetic target may provide important insights regarding the evolution of the crucial cognitive abilities sustained by this sulcus in our species, namely communication and social cognition.


Subject(s)
Agenesis of Corpus Callosum , Child Development Disorders, Pervasive , Cognition , Situs Inversus , Temporal Lobe , Turner Syndrome , Adult , Agenesis of Corpus Callosum/diagnostic imaging , Agenesis of Corpus Callosum/physiopathology , Animals , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child Development Disorders, Pervasive/physiopathology , Female , Humans , Infant , Male , Middle Aged , Pan troglodytes , Radiography , Situs Inversus/diagnostic imaging , Situs Inversus/physiopathology , Temporal Lobe/diagnostic imaging , Temporal Lobe/physiopathology , Turner Syndrome/diagnostic imaging , Turner Syndrome/physiopathology
5.
Fiziol Cheloveka ; 40(4): 36-43, 2014.
Article in Russian | MEDLINE | ID: mdl-25707217

ABSTRACT

This research represents MRI and EEG-investigation in children with mental disorders perinatal genesis during tDCS. In 70% cases brain structures damages don't found or were minimal. On the contrary, in 77% cases α-rhythm of EEG in parietal-occipital areas was non-regular. Functional insufficiency can as a basis of high efficiency tDCS by children. In cases with autism spectrum disorders the Subscales of Woodcock-Jonson were used for the quantitative estimation of efficiency of the course of treatment with tDCS. Positive changes after the course of tDCS were revealed in psychic state, speech comprehension, communication, practical and speech experience, fine motor skills and social integration.


Subject(s)
Brain/physiopathology , Child Development Disorders, Pervasive/physiopathology , Learning Disabilities/physiopathology , Transcranial Direct Current Stimulation , Alpha Rhythm , Brain/diagnostic imaging , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child, Preschool , Electric Stimulation , Electroencephalography , Humans , Magnetic Resonance Imaging , Radiography , Speech/physiology
6.
Eur Arch Otorhinolaryngol ; 270(8): 2353-8, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23580033

ABSTRACT

Autism is the third most common developmental disorder, following mental retardationand cerebral palsy. ASD children have been described more often as beingpreoccupied with or agitated by noise. The aim of this study was to evaluate theprevalence and clinical significance of semicircular canal dehiscence detected on CTimages in ASD children with intolerance to loud sounds in an attempt to find ananatomical correlate with hyperacusis.14 ASD children with auditory hypersensitivity and 15 ASD children without auditoryhypersensitivity as control group age and gender matched were submitted to historytaking, otological examination, tympanometry and acoustic reflex thresholdmeasurement. ABR was done to validate normal peripheral hearing and integrity ofauditory brain stem pathway. High resolution CT scan petrous and temporal boneimaging was performed to all participated children. All participants had normal hearingsensitivity in ABR testing. Absolute ABR peak waves of I and III showed no statisticallysignificant difference between the two groups, while absolute wave V peak andinterpeak latencies I-V and III-V were shorter in duration in study group whencompared to the control group. CT scans revealed SSCD in 4 out of 14 of the studygroup (29%), the dehiscence was bilateral in one patient and unilateral in threepatients. None of control group showed SSCD. In conclusion, we have reportedevidence that apparent hypersensitivity to auditory stimuli (short conduction time in ABR) despite the normal physiological measures in ASD children with auditoryhypersensitivity can provide a clinical clue of a possible SSCD.


Subject(s)
Child Development Disorders, Pervasive/complications , Ear Canal/pathology , Hyperacusis/etiology , Temporal Bone/diagnostic imaging , Tomography, X-Ray Computed/methods , Audiometry , Auditory Threshold , Case-Control Studies , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child, Preschool , Ear Canal/diagnostic imaging , Evoked Potentials, Auditory, Brain Stem , Female , Humans , Hyperacusis/diagnosis , Hyperacusis/physiopathology , Male , Temporal Bone/pathology
7.
JAMA Psychiatry ; 70(1): 49-58, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23404112

ABSTRACT

CONTEXT: A growing body of evidence suggests that aberrant immunologic systems underlie the pathophysiologic characteristics of autism spectrum disorder (ASD). However, to our knowledge, no information is available on the patterns of distribution of microglial activation in the brain in ASD. OBJECTIVES: To identify brain regions associated with excessively activated microglia in the whole brain, and to examine similarities in the pattern of distribution of activated microglia in subjects with ASD and control subjects. DESIGN: Case-control study using positron emission tomography and a radiotracer for microglia--[11C](R)-(1-[2-chrorophynyl]-N-methyl-N-[1-methylpropyl]-3 isoquinoline carboxamide) ([11C](R)-PK11195). SETTING: Subjects recruited from the community. PARTICIPANTS: Twenty men with ASD (age range, 18-31 years; mean [SD] IQ, 95.9 [16.7]) and 20 age- and IQ-matched healthy men as controls. Diagnosis of ASD was made in accordance with the Autism Diagnostic Observation Schedule and the Autism Diagnostic Interview-Revised. MAIN OUTCOME MEASURES: Regional brain [11C](R)-PK11195 binding potential as a representative measure of microglial activation. RESULTS: The [11C](R)-PK11195 binding potential values were significantly higher in multiple brain regions in young adults with ASD compared with those of controls (P < .05, corrected). Brain regions with increased binding potentials included the cerebellum, midbrain, pons, fusiform gyri, and the anterior cingulate and orbitofrontal cortices. The most prominent increase was observed in the cerebellum. The pattern of distribution of [11C](R)-PK11195 binding potential values in these brain regions of ASD and control subjects was similar, whereas the magnitude of the [11C](R)-PK11195 binding potential in the ASD group was greater than that of controls in all regions. CONCLUSIONS: Our results indicate excessive microglial activation in multiple brain regions in young adult subjects with ASD. The similar distribution pattern of regional microglial activity in the ASD and control groups may indicate augmented but not altered microglial activation in the brain in the subjects with ASD.


Subject(s)
Brain/metabolism , Child Development Disorders, Pervasive/metabolism , Microglia/metabolism , Positron-Emission Tomography/methods , Adolescent , Adult , Brain/diagnostic imaging , Brain/pathology , Carbon Radioisotopes , Case-Control Studies , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child Development Disorders, Pervasive/pathology , Humans , Male , Microglia/diagnostic imaging , Positron-Emission Tomography/instrumentation , Young Adult
8.
IEEE Trans Med Imaging ; 31(12): 2267-77, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23008247

ABSTRACT

The brain network is usually constructed by estimating the connectivity matrix and thresholding it at an arbitrary level. The problem with this standard method is that we do not have any generally accepted criteria for determining a proper threshold. Thus, we propose a novel multiscale framework that models all brain networks generated over every possible threshold. Our approach is based on persistent homology and its various representations such as the Rips filtration, barcodes, and dendrograms. This new persistent homological framework enables us to quantify various persistent topological features at different scales in a coherent manner. The barcode is used to quantify and visualize the evolutionary changes of topological features such as the Betti numbers over different scales. By incorporating additional geometric information to the barcode, we obtain a single linkage dendrogram that shows the overall evolution of the network. The difference between the two networks is then measured by the Gromov-Hausdorff distance over the dendrograms. As an illustration, we modeled and differentiated the FDG-PET based functional brain networks of 24 attention-deficit hyperactivity disorder children, 26 autism spectrum disorder children, and 11 pediatric control subjects.


Subject(s)
Brain Mapping/methods , Image Processing, Computer-Assisted/methods , Positron-Emission Tomography/methods , Attention Deficit Disorder with Hyperactivity/diagnostic imaging , Attention Deficit Disorder with Hyperactivity/physiopathology , Case-Control Studies , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child Development Disorders, Pervasive/physiopathology , Child, Preschool , Cluster Analysis , Female , Fluorodeoxyglucose F18 , Humans , Male , Neural Pathways/diagnostic imaging , Neural Pathways/physiology , Neural Pathways/physiopathology , Radiopharmaceuticals
9.
PLoS One ; 7(7): e38786, 2012.
Article in English | MEDLINE | ID: mdl-22848344

ABSTRACT

Recent research in autism spectrum disorder (ASD) has aroused interest in anterior cingulate cortex and in the neurometabolite glutamate. We report two studies of pregenual anterior cingulate cortex (pACC) in pediatric ASD. First, we acquired in vivo single-voxel proton magnetic resonance spectroscopy ((1)H MRS) in 8 children with ASD and 10 typically developing controls who were well matched for age, but with fewer males and higher IQ. In the ASD group in midline pACC, we found mean 17.7% elevation of glutamate + glutamine (Glx) (p<0.05) and 21.2% (p<0.001) decrement in creatine + phosphocreatine (Cr). We then performed a larger (26 subjects with ASD, 16 controls) follow-up study in samples now matched for age, gender, and IQ using proton magnetic resonance spectroscopic imaging ((1)H MRSI). Higher spatial resolution enabled bilateral pACC acquisition. Significant effects were restricted to right pACC where Glx (9.5%, p<0.05), Cr (6.7%, p<0.05), and N-acetyl-aspartate + N-acetyl-aspartyl-glutamate (10.2%, p<0.01) in the ASD sample were elevated above control. These two independent studies suggest hyperglutamatergia and other neurometabolic abnormalities in pACC in ASD, with possible right-lateralization. The hyperglutamatergic state may reflect an imbalance of excitation over inhibition in the brain as proposed in recent neurodevelopmental models of ASD.


Subject(s)
Cerebral Cortex/metabolism , Child Development Disorders, Pervasive/metabolism , Glutamic Acid/metabolism , Glutamine/metabolism , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Phosphocreatine/metabolism , Adolescent , Brain Chemistry , Cerebral Cortex/diagnostic imaging , Child , Child Development Disorders, Pervasive/diagnostic imaging , Female , Humans , Male , Models, Neurological , Pilot Projects , Radiography
10.
Obstet Gynecol Surv ; 67(3): 176-86, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22901951

ABSTRACT

UNLABELLED: Autism spectrum disorder (ASD) is more prevalent in the population than ever before. It is debatable whether this is a real increase in incidence, a change in the diagnostic criteria, or both. The diagnosis is usually made by age 3 years; therefore, obstetricians and fetal-maternal specialists generally display limited awareness of the disorder. Unlike fetuses with chromosomal diseases, which have distinctive physical anomalies, some fetuses that eventually will develop ASD have minor physical anomalies. This is even truer in pregnant women who already have a child with ASD. Those fetuses have a 20 times higher risk of developing ASD than the general population. The more frequent minor physical changes that may be potentially detected by ultrasound are as follows: changes in head circumference (that become more noticeable after 6 months of age), the ratio between the second and the fourth digits, left handedness, and palatal changes. TARGET AUDIENCE: Obstetricians, Maternal - Fetal Medicine specialists, Pediatricians, Sonographers LEARNING OBJECTIVES: After completing this CME activity, physicians should better able to classify the increasing prevalence of this disorder, and to assess the minor physical changes in fetuses that some may be seen on ultrasound during pregnancy.


Subject(s)
Child Development Disorders, Pervasive/diagnostic imaging , Ultrasonography, Prenatal/methods , Child , Child Development Disorders, Pervasive/diagnosis , Child Development Disorders, Pervasive/epidemiology , Female , Humans , Pregnancy , Prevalence
11.
J Nippon Med Sch ; 79(3): 228-31, 2012.
Article in English | MEDLINE | ID: mdl-22791126

ABSTRACT

The etiology of autism remains unclear, but relationships to cerebellar factors have been reported. We report 2 cases of infantile cerebellar pilocytic astrocytoma in children with autism spectrum disorder. Cerebellar tumors may be related to the pathogenesis of autism.


Subject(s)
Astrocytoma/complications , Cerebellar Neoplasms/complications , Child Development Disorders, Pervasive/complications , Adolescent , Adult , Astrocytoma/diagnostic imaging , Astrocytoma/pathology , Astrocytoma/surgery , Cerebellar Neoplasms/diagnostic imaging , Cerebellar Neoplasms/pathology , Cerebellar Neoplasms/surgery , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child, Preschool , Female , Humans , Magnetic Resonance Imaging , Male , Tomography, X-Ray Computed
12.
Brain Dev ; 34(8): 648-54, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22099869

ABSTRACT

PURPOSE: To evaluate the GABA(A) receptor in the autistic brain, we performed (123)I-IMZ SPECT in patients with ASD. We compared (123)I-IMZ SPECT abnormalities in patients who showed intellectual disturbance or focal epileptic discharge on EEG to those in patients without such findings. SUBJECTS AND METHODS: The subjects consisted of 24 patients with ASD (mean age, 7.3±3.5 years), including 9 with autistic disorder (mean age, 7.0±3.7 years) and 15 with Asperger's disorder (mean age, 7.5±3.2 years). We used 10 non-symptomatic partial epilepsy patients (mean age, 7.8±3.6 years) without intellectual delay as a control group. For an objective evaluation of the (123)I-IMZ SPECT results, we performed an SEE (Stereotactic Extraction Estimation) analysis to describe the decrease in accumulation in each brain lobule numerically. RESULTS: In the comparison of the ASD group and the control group, there was a dramatic decrease in the accumulation of (123)I-IMZ in the superior and medial frontal cortex. In the group with intellectual impairment and focal epileptic discharge on EEG, the decrease in accumulation in the superior and medial frontal cortex was greater than that in the group without these findings. CONCLUSION: The present results suggest that disturbance of the GABAergic nervous system may contribute to the pathophysiology and aggravation of ASD, since the accumulation of (123)I-IMZ was decreased in the superior and medial frontal cortex, which is considered to be associated with inference of the thoughts, feelings, and intentions of others (Theory of Mind).


Subject(s)
Brain/diagnostic imaging , Child Development Disorders, Pervasive/diagnostic imaging , gamma-Aminobutyric Acid/metabolism , Adolescent , Brain/metabolism , Child , Child Development Disorders, Pervasive/metabolism , Child, Preschool , Flumazenil/analogs & derivatives , Humans , Iodine Radioisotopes , Radiopharmaceuticals , Tomography, Emission-Computed, Single-Photon
13.
J Autism Dev Disord ; 42(2): 313-8, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21487836

ABSTRACT

Specific biological markers for autism spectrum disorder (ASD) have not yet been established. Functional studies have shown abnormalities in the anatomo-functional connectivity of the limbic-striatal "social" brain. This study aimed to investigate regional cerebral blood flow (rCBF) at rest. Thirteen patients with ASD of normal intelligence and ten IQ-, sex- and age-matched healthy controls (HC) underwent PET/CT using [1-(11)C]butanol, a perfusion tracer. As compared to HC, ASD showed significant CBF increases in the right parahippocampal, posterior cingulate, primary visual and temporal cortex, putamen, caudatus, substantia nigra and cerebellum. No statistically significant correlation between CBF and IQ was found. The limbic, posterior associative and cerebellar cortices showed increased blood flow in ASD, confirming previous findings about the neurobiology of ASD.


Subject(s)
Brain/diagnostic imaging , Cerebrovascular Circulation/physiology , Child Development Disorders, Pervasive/diagnostic imaging , Intelligence/physiology , Adult , Brain/physiopathology , Child , Child Development Disorders, Pervasive/physiopathology , Female , Humans , Image Processing, Computer-Assisted , Male , Middle Aged , Multimodal Imaging , Positron-Emission Tomography , Tomography, X-Ray Computed
14.
J Child Neurol ; 26(11): 1347-54, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21636781

ABSTRACT

This study was performed to evaluate the cerebral protein synthesis rate of language brain regions in children with developmental delay with and without pervasive developmental disorder. The authors performed L-[1-(11)C]-leucine positron emission tomography (PET) on 8 developmental delay children with pervasive developmental disorder (mean age, 76.25 months) and 8 developmental delay children without pervasive developmental disorder (mean age, 77.63 months). They found a higher protein synthesis rate in developmental delay children with pervasive developmental disorder in the left posterior middle temporal region (P = .014). There was a significant correlation of the Gilliam Autism Rating Scale autism index score with the protein synthesis rate of the left posterior middle temporal region (r = .496, P = .05). In addition, significant asymmetric protein synthesis (right > left) was observed in developmental delay children without pervasive developmental disorder in the middle frontal and posterior middle temporal regions (P = .03 and P = .04, respectively). In conclusion, abnormal language area protein synthesis in developmentally delayed children may be related to pervasive symptoms.


Subject(s)
Child Development Disorders, Pervasive/pathology , Leucine , Protein Biosynthesis/physiology , Temporal Lobe/diagnostic imaging , Temporal Lobe/metabolism , Analysis of Variance , Brain Mapping , Carbon Isotopes , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child, Preschool , Developmental Disabilities/diagnostic imaging , Developmental Disabilities/pathology , Female , Humans , Magnetic Resonance Imaging , Male , Positron-Emission Tomography , Severity of Illness Index
15.
Neuroimage ; 57(3): 1003-14, 2011 Aug 01.
Article in English | MEDLINE | ID: mdl-21600290

ABSTRACT

Learning with discriminative methods is generally based on minimizing the misclassification of training samples, which may be unsuitable for imbalanced datasets where the recognition might be biased in favor of the most numerous class. This problem can be addressed with a generative approach, which typically requires more parameters to be determined leading to reduced performances in high dimension. In such situations, dimension reduction becomes a crucial issue. We propose a feature selection/classification algorithm based on generative methods in order to predict the clinical status of a highly imbalanced dataset made of PET scans of forty-five low-functioning children with autism spectrum disorders (ASD) and thirteen non-ASD low functioning children. ASDs are typically characterized by impaired social interaction, narrow interests, and repetitive behaviors, with a high variability in expression and severity. The numerous findings revealed by brain imaging studies suggest that ASD is associated with a complex and distributed pattern of abnormalities that makes the identification of a shared and common neuroimaging profile a difficult task. In this context, our goal is to identify the rest functional brain imaging abnormalities pattern associated with ASD and to validate its efficiency in individual classification. The proposed feature selection algorithm detected a characteristic pattern in the ASD group that included a hypoperfusion in the right Superior Temporal Sulcus (STS) and a hyperperfusion in the contralateral postcentral area. Our algorithm allowed for a significantly accurate (88%), sensitive (91%) and specific (77%) prediction of clinical category. For this imbalanced dataset, with only 13 control scans, the proposed generative algorithm outperformed other state-of-the-art discriminant methods. The high predictive power of the characteristic pattern, which has been automatically identified on whole brains without any priors, confirms previous findings concerning the role of STS in ASD. This work offers exciting possibilities for early autism detection and/or the evaluation of treatment response in individual patients.


Subject(s)
Algorithms , Brain Mapping/methods , Brain/diagnostic imaging , Child Development Disorders, Pervasive/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Adolescent , Artificial Intelligence , Child , Child, Preschool , Female , Humans , Male , Positron-Emission Tomography
16.
Arch Gen Psychiatry ; 68(3): 306-13, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21383265

ABSTRACT

CONTEXT: Both neuropsychological and functional magnetic resonance imaging studies have shown deficiencies in face perception in subjects with autism spectrum disorders (ASD). The fusiform gyrus has been regarded as the key structure in face perception. The cholinergic system is known to regulate the function of the visual pathway, including the fusiform gyrus. OBJECTIVES: To determine whether central acetylcholinesterase activity, a marker for the cholinergic system, is altered in ASD and whether the alteration in acetylcholinesterase activity, if any, is correlated with their social functioning. DESIGN: Using positron emission tomography and a radiotracer, N-[(11)C]methyl-4-piperidyl acetate ([(11)C]MP4A), regional cerebrocortical acetylcholinesterase activities were estimated by reference tissue-based linear least-squares analysis and expressed in terms of the rate constant k(3). Current and childhood autism symptoms in the adult subjects with ASD were assessed by the Autism Diagnostic Observation Schedule and the Autism Diagnostic Interview-Revised, respectively. Voxel-based analyses as well as region of interest-based methods were used for between-subject analysis and within-subject correlation analysis with respect to clinical variables. SETTING: Participants recruited from the community. PARTICIPANTS: Twenty adult subjects with ASD (14 male and 6 female; age range, 18-33 years; mean [SD] intelligence quotient, 91.6 [4.3]) and 20 age-, sex-, and intelligence quotient-matched healthy controls. RESULTS: Both voxel- and region of interest-based analyses revealed significantly lower [(11)C]MP4A k(3) values in the bilateral fusiform gyri of subjects with ASD than in those of controls (P < .05, corrected). The fusiform k(3) values in subjects with ASD were negatively correlated with their social disabilities as assessed by Autism Diagnostic Observation Schedule as well as Autism Diagnostic Interview-Revised. CONCLUSIONS: The results suggest that a deficit in cholinergic innervations of the fusiform gyrus, which can be observed in adults with ASD, may be related to not only current but also childhood impairment of social functioning.


Subject(s)
Acetylcholinesterase/metabolism , Child Development Disorders, Pervasive/diagnostic imaging , Image Processing, Computer-Assisted , Positron-Emission Tomography , Temporal Lobe/diagnostic imaging , Acetates , Adolescent , Adult , Brain Mapping , Carbon Radioisotopes , Child , Communication , Female , Humans , Male , Piperidines , Reference Values , Social Behavior , Stereotyped Behavior/physiology , Young Adult
17.
J Autism Dev Disord ; 41(1): 122-9, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20414801

ABSTRACT

Fetal head circumference (HC) growth was examined prospectively in children with autism spectrum disorder (ASD). ASD participants (N = 14) were each matched with four control participants (N = 56) on a range of parameters known to influence fetal growth. HC was measured using ultrasonography at approximately 18 weeks gestation and again at birth using a paper tape-measure. Overall body size was indexed by fetal femur-length and birth length. There was no between-groups difference in head circumference at either time-point. While a small number of children with ASD had disproportionately large head circumference relative to body size at both time-points, the between-groups difference did not reach statistical significance in this small sample. These preliminary findings suggest that further investigation of fetal growth in ASD is warranted.


Subject(s)
Child Development Disorders, Pervasive/physiopathology , Head/growth & development , Adolescent , Cephalometry , Child , Child Development Disorders, Pervasive/diagnostic imaging , Child, Preschool , Female , Fetal Development , Head/diagnostic imaging , Humans , Male , Physical Examination , Pregnancy , Surveys and Questionnaires , Ultrasonography
18.
Brain Dev ; 32(9): 776-82, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20594786

ABSTRACT

OBJECTIVE: We performed brain perfusion single-photon emission computed tomography (SPECT) to detect the abnormal brain region in children with both autism spectrum disorders (ASD) and medically intractable epilepsy. METHODS: Fifteen children aged 4-16 years underwent multimodal examinations (MRI, interictal and/or ictal ECD-SPECT, EEG and MEG) to investigate their indications for surgical treatment. All children were diagnosed with ASD according to DSM-IV criteria and intractable epilepsy. Despite medical treatment for more than a year, all experienced at least one seizure per month. All had no underlying basic disorders. Each SPECT result was statistically analyzed by comparing with standard SPECT images obtained from our institute (easy Z-score imaging system; eZIS). The relationship between the eZIS pattern and EEG abnormalities or clinical symptoms was investigated. RESULTS: All children showed focal abnormal patterns on eZIS and focal spikes on EEG. In all children, eZIS revealed a mixed hypoperfusion pattern, especially in the prefrontal cortex, medial frontal cortex, anterior cingulate cortex, medial parietal cortex, and/or anterior temporal cortex. In seven of 12 children who underwent interictal SPECT studies, areas of hypoperfusion were related to the focus observed on EEG; in six children, the focal EEG spikes represented areas of hyperperfusion. The children were divided into two groups according to the main type of hypoperfusion patterns seen on eZIS; medial-cingulate type and temporal type. No significant relationship was observed between the areas of hypoperfusion and clinical symptoms. eZIS showed the epileptic focus clearly on ictal SPECT. CONCLUSIONS: SPECT was useful to detect the abnormal brain region not only in searching for the epileptic focus but also in assessing the low or high functioning region of the brain.


Subject(s)
Brain/diagnostic imaging , Brain/physiopathology , Child Development Disorders, Pervasive/pathology , Electroencephalography/methods , Epilepsy/pathology , Tomography, Emission-Computed, Single-Photon/methods , Adolescent , Brain Mapping , Child , Child Development Disorders, Pervasive/complications , Child Development Disorders, Pervasive/diagnostic imaging , Child, Preschool , Cysteine/analogs & derivatives , Epilepsy/complications , Epilepsy/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging/methods , Male , Organotechnetium Compounds , Radiopharmaceuticals
19.
Neonatology ; 97(2): 71-82, 2010.
Article in English | MEDLINE | ID: mdl-19672122

ABSTRACT

BACKGROUND: Illness severity measures predict death and illnesses in the newborn. It is unknown how well they predict brain lesions evident on ultrasound scans or neurodevelopmental dysfunctions in preterm infants. METHODS: A total of 1,399 inborn infants born before the 28th week of gestation were given Scores for Neonatal Acute Physiology (SNAP-II and SNAPPE-II) based on data collected within the first 12 h of admission to the intensive care unit and had a protocol brain ultrasound scan read independently by 2 sonologists. Of the surviving 1,149 infants, 1,014 (88%) had a neurologic examination at approximately 24 months post-term equivalent, and 975 (85%) had a Bayley Scales of Infant Development assessment. SNAP-II and SNAPPE-II were dichotomized at arbitrary cut-offs (30 for SNAP-II and 45 for SNAPPE-II), using the highest quartile and decile of the week of gestation as a cut-off, and at a Z score of >1 standard deviation from an external mean. RESULTS: After adjustment for gestational age, high SNAP-II and SNAPPE-II scores predicted intraventricular hemorrhage, moderate/severe ventriculomegaly and echodense lesions in cerebral white matter. Only 2 SNAP-II extremes, the highest decile for gestational age and a Z score >1, also predicted echolucent lesions in the white matter. Neither SNAP-II nor SNAPPE-II predicted any statistically significant diagnosis of cerebral palsy. MDI and PDI scores <55 were consistently predicted by both high SNAP-II and SNAPPE-II, whereas scores in the 55-69 range were inconsistently predicted. High SNAP-II and SNAPPE-II inconsistently predicted a positive screen for autism spectrum disorder and small head circumference at 24 months. CONCLUSION: The physiologic instability in the first 12 post-natal hours identified by illness severity scores conveys information about the risks of brain damage and neurodevelopmental dysfunctions. This risk information might reflect postnatal characteristics in the causal chain. On the other hand, high SNAP scores might be indicators of immaturity and vulnerability.


Subject(s)
Cerebral Hemorrhage/diagnosis , Cerebral Palsy/diagnosis , Child Development Disorders, Pervasive/diagnosis , Infant, Premature , Neonatal Screening/standards , Severity of Illness Index , Brain/abnormalities , Cephalometry , Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/epidemiology , Cerebral Palsy/diagnostic imaging , Cerebral Palsy/epidemiology , Child Development , Child Development Disorders, Pervasive/diagnostic imaging , Child Development Disorders, Pervasive/epidemiology , Child, Preschool , Echoencephalography , Gestational Age , Humans , Infant , Infant, Newborn , Predictive Value of Tests , Risk Factors
20.
Clin Neurophysiol ; 116(5): 1188-94, 2005 May.
Article in English | MEDLINE | ID: mdl-15826861

ABSTRACT

OBJECTIVE: Normalization of brain images is a necessity for group comparisons of source analyses based on realistic head models. In this paper we compared the outcome of a linear registration method for brain images of psychiatric and control groups of different ages in order to assess the relative adequacy of normalization in such diverse groups. METHODS: Magnetic Resonance images (MRI) of the brains of pediatric and adolescent subjects (mean ages 19 and 10.5 years) with a pervasive developmental disorder (PDD) and their healthy controls were included. A simple voxel-wise test of the group variances in image intensities was performed to evaluate regional differences in registration quality. Dipole analysis of visual P1 was performed to establish whether source locations were comparable across groups. RESULTS: Significant differences between pediatric groups were found in white matter and thalamic regions of the brain. For all other group-wise comparisons, differences were confined to skull and neck regions. Dipole locations were found to be more anteriorly located in the adolescent groups. CONCLUSIONS: The normalization procedure used in this paper is based on a brain template of normal adult brains from a restricted age group, and the results show that the use of this method in pediatric groups is less adequate. The method seems suitable for use in psychiatric groups. Also, the generators of visual P1 in PDD patients were found to be comparable to controls. SIGNIFICANCE: The results suggest that this existing normalization method can be used in diverse populations, but is less suitable for pediatric images.


Subject(s)
Brain/diagnostic imaging , Imaging, Three-Dimensional/methods , Adolescent , Adult , Age Factors , Child , Child Development Disorders, Pervasive/diagnostic imaging , Electroencephalography , Female , Humans , Magnetic Resonance Imaging , Male , Radiography
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