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1.
Pediatr Int ; 66(1): e15761, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38780217

RESUMEN

BACKGROUND: Behavioral problems of foster children are an important issue for the maintenance of the foster care system, but they have not been adequately studied in Japan. We used the Eyberg Child Behavior Inventory (ECBI) to investigate behavioral problems among foster children and to examine associated factors. METHODS: Twenty-nine foster children and their foster parents and 479 non-foster children and parents were recruited for the foster and control groups, respectively. Both groups underwent statistical comparative analyses using data from their ECBI assessments. The ECBI has two scales: the Intensity Scale quantifies the severity of child behavioral problems, and the Problem Scale captures the caregiver's perceived difficulties handling each behavior. We conducted a retrospective investigation of the background of the foster parent-child pairs to explore potential causal relationships with behavioral problems. RESULTS: The mean intensity score for the foster group was significantly higher than that for the control group (p = 0.001). The mean problem scores for the foster group and the control group were not significantly different (p = 0.79). In the foster group, the retrospective investigation revealed two children with neurological or neurodevelopmental disorders, 17 with histories of abuse, and 10 with other issues. CONCLUSION: Intensity scores showed severe behavioral problems among foster children, perhaps caused by neurological disorders, abuse, parental mental health, or economic hardship. Problem scores showed no significant differences between groups. It can therefore be posited that foster parents might exhibit a more lenient parenting style when dealing with children who have a history of abuse by their biological parents.


Asunto(s)
Trastornos de la Conducta Infantil , Cuidados en el Hogar de Adopción , Humanos , Japón/epidemiología , Femenino , Masculino , Estudios Retrospectivos , Niño , Preescolar , Trastornos de la Conducta Infantil/psicología , Trastornos de la Conducta Infantil/epidemiología , Trastornos de la Conducta Infantil/diagnóstico , Cuidados en el Hogar de Adopción/psicología , Niño Acogido/psicología , Conducta Infantil/psicología , Adolescente , Maltrato a los Niños/psicología , Maltrato a los Niños/estadística & datos numéricos , Padres/psicología , Lactante , Estudios de Casos y Controles
2.
Pediatr Int ; 66(1): e15742, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38409900

RESUMEN

BACKGROUND: Premature children are known to be at a high risk of developing behavioral problems. This study examined the effectiveness of parent-child interaction therapy (PCIT) in reducing behavioral problems in young children born premature. METHODS: The study included 18 child-parent pairs with children born at less than 35 weeks of gestation (range: 23-34 weeks, median: 31.0 weeks) and aged 27-52 months (median: 38.0 months). They were assigned to either the PCIT group (n = 7) or the non-PCIT group (n = 11) based on maternal desire for treatment. The study was designed to examine the effects of PCIT. Specifically, the Eyberg Child Behavior Inventory (ECBI) intensity score, ECBI problem score, and Parenting Stress Index Short Form (PSI-SF) scores were compared before treatment and after 6 months. RESULTS: In the PCIT group, the mean ECBI intensity score was 135.7 (SD = 13.5; T-score = 64) at baseline and 90.1 (SD = 15.5; T-score = 46) at post-assessment, the mean ECBI problem score was 9.8 (SD = 1.9; T-score = 54) at baseline and 4.4 (SD = 3.1; T-score = 44) at post-assessment, the mean PSI-SF total score was 60.1 (SD = 4.8; 95%tile) at baseline and 49.6 (SD = 5.6; 85%tile) at post-assessment, showing a significant improvement (ECBI intensity scores: p < 0.001, d = 2.03; ECBI problem scores: p < 0.001, d = 1.94; PSI-SF total scores: p = 0.004, d = 0.86). On the other hand, none of the scores showed significant change in the non-PCIT group. CONCLUSIONS: The PCIT can be considered as a potential treatment option for behavioral problems in young children born premature.


Asunto(s)
Trastornos de la Conducta Infantil , Nacimiento Prematuro , Problema de Conducta , Femenino , Niño , Humanos , Preescolar , Relaciones Padres-Hijo , Conducta Infantil , Trastornos de la Conducta Infantil/terapia
4.
Pediatr Int ; 64(1): e15369, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36168767

RESUMEN

BACKGROUND: Infants with trisomy 13 have a very high mortality rate. However, aggressive interventions for their complications, can improve their prognosis and may, thereby, increase the number of long-term survivors with trisomy 13. To date, there is no study on the psychomotor developmental progress of patients with trisomy 13. We conducted this survey to clarify the prognostic factors, living circumstances, and developmental status of infants the trisomy 13. METHODS: Patients with trisomy 13 who were admitted to the Department of Pediatrics, Jichi Medical University Hospital were enrolled. Their clinical data were investigated retrospectively using clinical records. RESULTS: Nine patients with trisomy 13 were enrolled and divided into the early death (died at <1 year) and long-term survival (survived for >1 year) groups. All the early death group patients had severe congenital heart disease. Heart failure at under 1 year of age was associated with early death. All the long-term survival group patients underwent operations (e.g. tracheostomy or gastrostomy) and all used home nursing and/or a social care service. Three patients used home mechanical ventilation. None of the patients was able to stand alone or speak intelligible words. Two patients without severe brain anomalies were able to roll over, sit up, and smile by 3 years of age. CONCLUSIONS: Long-term survivors with trisomy 13 require extensive nursing and medical care. It is important to provide medical and welfare services to reduce the burden on families. In patients without severe brain anomalies, psychomotor development may be expected. However, no clear developmental prognostic factors were found.


Asunto(s)
Encefalopatías , Cardiopatías Congénitas , Lactante , Humanos , Niño , Síndrome de la Trisomía 13/diagnóstico , Síndrome de la Trisomía 13/complicaciones , Pronóstico , Estudios Retrospectivos , Cardiopatías Congénitas/cirugía , Hospitalización , Trisomía
5.
Hum Genome Var ; 9(1): 19, 2022 Jun 03.
Artículo en Inglés | MEDLINE | ID: mdl-35661708

RESUMEN

TUBB4A gene variants cause dystonia type 4 and hypomyelination with atrophy of the basal ganglia and cerebellum. We report the case of a child with delayed motor development, intellectual disability, and dystonia. Magnetic resonance imaging revealed hypomyelination and progressive cerebellar atrophy without atrophy of the basal ganglia. Whole-exome sequencing revealed a de novo heterozygous variant, c.1088T > C, p.(Met363Thr), in TUBB4A. The present case further supports the vulnerability of the cerebellum in patients with TUBB4A pathogenic variants.

6.
Dev Psychobiol ; 64(1): e22229, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-35050512

RESUMEN

The ability to understand the way other people see the world differs from one's own viewpoint is referred to as ''visual perspective-taking'' (VPT). Previous studies have demonstrated the behavioral performance in level 2 VPT (VPT2), the ability to understand that two different observers can have unique visual experiences of the same scene or object depending on the observers' physical location, changes during childhood. However, the developmental aspects underlying the neural mechanisms of VPT2 remains unknown. We measured the hemodynamic responses to a VPT2 task using functional near-infrared spectroscopy, with mental rotation (MR) as a control task in 7- to 11-year-old and 11- to 16-year-old groups. In the VPT2 task, participants were required to mentally compute the perspective of a toy on the turntable from that of a doll placed in a different location from the observer. For the MR task, participants reported their perspectives after the toy was rotated. We found significantly higher oxy-hemoglobin changes during the VPT2 task than the MR task in the 7- to 11-year-old group but not in the 11- to 16-year-old group, in the right middle and superior temporal, angular gyrus and frontal regions. These findings highlight the important role of the right temporoparietal region in processing perspective, up to 11 years.


Asunto(s)
Lóbulo Frontal , Espectroscopía Infrarroja Corta , Adolescente , Niño , Lóbulo Frontal/fisiología , Humanos
8.
Pediatr Int ; 64(1): e14910, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34233074

RESUMEN

BACKGROUND: The Eyberg Child Behavior Inventory (ECBI) is one of the standardized parent rating scales used to identify disruptive behavior problems in children in Western countries. This study aimed to determine norms for the Japanese version of the ECBI, including clinical cutoff scores among the general population in Japan. METHODS: This study established norms for the Japanese version of the ECBI using a sample of 1,992 parents of children aged 2-7, living in Japan. The research evaluates the validity and the reliability of the ECBI scores for the Intensity Scale and the Problem Scale. After validation, a clinical cutoff value of the ECBI scores was calculated, setting the cutoff to above the +1 standard deviation (SD) level based on the population distribution. RESULTS: The means of the Intensity and Problem Scale scores were 100.07 and 6.57, respectively. Cronbach's α for both the Intensity and the Problem scores was 0.91. At this point, we propose cutoff scores of 125 for the Intensity Scale and 14 for the Problem Scale. CONCLUSIONS: Our results suggest that the Japanese version of the ECBI is highly reliable and may be useful as a tool for assessing behavior problems in children.


Asunto(s)
Trastornos de la Conducta Infantil , Problema de Conducta , Niño , Conducta Infantil , Trastornos de la Conducta Infantil/diagnóstico , Trastornos de la Conducta Infantil/epidemiología , Preescolar , Humanos , Japón , Psicometría , Reproducibilidad de los Resultados
9.
Sci Rep ; 11(1): 15974, 2021 08 05.
Artículo en Inglés | MEDLINE | ID: mdl-34354148

RESUMEN

Difficulties with visual perspective-taking among individuals with autism spectrum disorders remain poorly understood. Many studies have presumed that first-person visual input can be mentally transformed to a third-person perspective during visual perspective-taking tasks; however, existing research has not fully revealed the computational strategy used by those with autism spectrum disorders for taking another person's perspective. In this study, we designed a novel approach to test a strategy using the opposite-directional effect among children with autism spectrum disorders. This effect refers to how a third-person perspective as a visual input alters a cognitive process. We directly manipulated participants' visual perspective by placing a camera at different positions; participants could watch themselves from a third-person perspective during a reaching task with no endpoint feedback. During a baseline task, endpoint bias (with endpoint feedback but no visual transformation) did not differ significantly between groups. However, the endpoint was affected by extrinsic coordinate information in the control group relative to the autism spectrum disorders group when the visual perspective was transformed. These results indicate an increased reliance on proprioception during the reaching task with perspective manipulation in the autism spectrum disorders group.


Asunto(s)
Trastorno del Espectro Autista/fisiopatología , Retroalimentación Sensorial/fisiología , Navegación Espacial/fisiología , Adolescente , Trastorno del Espectro Autista/metabolismo , Trastorno del Espectro Autista/psicología , Niño , Cognición , Femenino , Humanos , Masculino , Propiocepción , Percepción Visual/fisiología
10.
Pediatr Rheumatol Online J ; 19(1): 107, 2021 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-34217297

RESUMEN

BACKGROUND: High-dose intravenous immunoglobulin (IVIG) is the mainstay of treatment for Kawasaki disease (KD). Usually, 2 g/kg of IVIG is administered over 10-24 h, depending on the institution or physician, but the association between infusion speed and effectiveness has not been reported. In this study, we evaluated the differences in efficacy and safety between two different IVIG administration speeds. METHODS: This was a multicenter, unblinded, randomized controlled study. Patients newly diagnosed with KD were randomized into two groups: one who received IVIG over 12 h (12H group, double speed), and one that received IVIG over 24 h (24H group, reference speed). The endpoints included the duration of fever, incidence of coronary artery abnormalities (CAAs) and of adverse events. Laboratory data were evaluated before and after IVIG administration. RESULTS: A total of 39 patients were enrolled. There was no difference between groups in fever duration after the initiation of IVIG (21 h vs. 21.5 h, p = 0.325), and no patient experienced CAAs. Two adverse events were observed in the 12H group (elevation of aspartate aminotransferase and vomiting), however no severe adverse events requiring treatments or extension of hospital stay were observed in either group. After initial IVIG administration, the change ratio of inflammatory markers, such as white blood cell counts, neutrophils, C-reactive protein, and albumin, did not show significant differences between the two groups. On the other hand, a greater increase of serum immunoglobulin G from its baseline level was observed in the 24H group compared to the 12H group (3037 ± 648 mg/dl vs. 2414 ± 248 mg/dl, p < 0.01). CONCLUSION: The efficacy and safety of IVIG administered over 12 h (double speed) were similar to those administered over 24 h (reference speed). TRIAL REGISTRATION: University Hospital Medical Information Network ( UMIN000014665 ). Registered 27 July 2014 - Prospectively registered, https://upload.umin.ac.jp/cgi-open-bin/ctr/ctr_view.cgi?recptno=R000017058.


Asunto(s)
Inmunoglobulinas Intravenosas/administración & dosificación , Factores Inmunológicos/administración & dosificación , Síndrome Mucocutáneo Linfonodular/tratamiento farmacológico , Niño , Preescolar , Femenino , Humanos , Lactante , Infusiones Intravenosas/métodos , Masculino , Factores de Tiempo , Resultado del Tratamiento
11.
Front Neurogenom ; 2: 657657, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-38235230

RESUMEN

Objective: In the current study, we explored the neural substrate for acute effects of guanfacine extended release (GXR) on inhibitory control in school-aged children with attention deficit hyperactivity disorder (ADHD), using functional near-infrared spectroscopy (fNIRS). Methods: Following a GXR washout period, 12 AD HD children (6-10 years old) performed a go/no-go task before and 3 h after GXR or placebo administration, in a randomized, double-blind, placebo-controlled, crossover design study. In the primary analysis, fNIRS was used to monitor the right prefrontal cortical hemodynamics of the participants, where our former studies showed consistent dysfunction and osmotic release oral system-methylphenidate (OROS-MPH) and atomoxetine hydrochloride (ATX) elicited recovery. We examined the inter-medication contrast, comparing the effect of GXR against the placebo. In the exploratory analysis, we explored neural responses in regions other than the right prefrontal cortex (PFC). Results: In the primary analysis, we observed no significant main effects or interactions of medication type and age in month (two-way mixed ANCOVA, Fs < 0.20, all ps > .05). However, in the post-hoc analysis, we observed significant change in the oxy-Hb signal in the right angular gyrus (AG) for inter-medication (one sample t-test, p < 0.05, uncorrected, Cohen's d = 0.71). Conclusions: These results are different from the neuropharmacological effects of OROS-MPH and ATX, which, in an upregulated manner, reduced right PFC function in ADHD children during inhibitory tasks. This analysis, while limited by its secondary nature, suggested that the improved cognitive performance was associated with activation in the right AG, which might serve as a biological marker to monitor the effect of GXR in the ADHD children.

12.
Mult Scler Relat Disord ; 45: 102320, 2020 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-32622298

RESUMEN

Intravenous corticosteroids have been regarded as the first-line therapy of anti-myelin-oligodendrocyte glycoprotein antibody (MOG-Ab)-positive acute disseminated encephalomyelitis (ADEM). While steroids are the first-choice therapy, MOG-Ab-positive ADEM has a high relapse rate. In some cases, MOG-Ab-positive ADEM relapses even in a low-MOG-Abs state. There is no evidence-based rule supporting steroid tapering. We herein report a case of MOG-Ab-positive ADEM in which recurrence was preventing by tapering steroids under MOG-Ab seronegativity confirmation. In some cases, the MOG-Ab titer may be an important index for tapering steroids to prevent relapse.


Asunto(s)
Autoanticuerpos , Encefalomielitis Aguda Diseminada , Niño , Encefalomielitis Aguda Diseminada/tratamiento farmacológico , Humanos , Glicoproteína Mielina-Oligodendrócito , Recurrencia , Esteroides
13.
Neurophotonics ; 7(2): 025003, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-32377545

RESUMEN

Significance: It has been reported that children with attention-deficit hyperactivity disorder (ADHD) have impairment in the recognition of angry but not of happy facial expressions, and they show atypical cortical activation patterns in response to facial expressions. However, little is known about neural mechanisms underlying the impaired recognition of facial expressions in school-aged children with ADHD and the effects of acute medication on their processing of facial expressions. Aim: We aimed to investigate the possibility that acute administration of methylphenidate (MPH) affects processing of facial expressions in ADHD children. Approach: We measured the hemodynamic changes in the bilateral temporo-occipital areas of ADHD children observing the happy and angry facial expressions before and 1.5 h after MPH or placebo administration in a randomized, double-blind, placebo-controlled, crossover design study. Results: We found that, regardless of medication, happy expressions induced increased oxyhemoglobin (oxy-Hb) responses in the right inferior occipital region but not in the superior temporal region. For angry expressions, oxy-Hb responses increased after MPH administration, but not after placebo administration, in the left inferior occipital area, whereas there was no significant activation before MPH administration. Conclusions: Our results suggest that (1) ADHD children consistently recruit the right inferior occipital regions to process happy expressions and (2) MPH administration to ADHD children enhances cortical activation in the left inferior occipital regions when they process angry expressions.

14.
Front Hum Neurosci ; 14: 3, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32082132

RESUMEN

Connectivity between brain regions has been redefined beyond a stationary state. Even when a person is in a resting state, brain connectivity dynamically shifts. However, shifted brain connectivity under externally evoked stimulus is still little understood. The current study, therefore, focuses on task-based dynamic functional-connectivity (FC) analysis of brain signals measured by functional near-infrared spectroscopy (fNIRS). We hypothesize that a stimulus may influence not only brain connectivity but also the occurrence probabilities of task-related and task-irrelevant connectivity states. fNIRS measurement (of the prefrontal-to-inferior parietal lobes) was conducted on 21 typically developing (TD) and 21 age-matched attention-deficit/hyperactivity disorder (ADHD) children performing an inhibitory control task, namely, the Go/No-Go (GNG) task. It has been reported that ADHD children lack inhibitory control; differences between TD and ADHD children in terms of task-based dynamic FC were also evaluated. Four connectivity states were found to occur during the temporal task course. Two dominant connectivity states (states 1 and 2) are characterized by strong connectivities within the frontoparietal network (occurrence probabilities of 40%-56% and 26%-29%), and presumptively interpreted as task-related states. A connectivity state (state 3) shows strong connectivities in the bilateral medial frontal-to-parietal cortices (occurrence probability of 7-15%). The strong connectivities were found at the overlapped regions related the default mode network (DMN). Another connectivity state (state 4) visualizes strong connectivities in all measured regions (occurrence probability of 10%-16%). A global effect coming from cerebral vascular may highly influence this connectivity state. During the GNG stimulus interval, the ADHD children tended to show decreased occurrence probability of the dominant connectivity state and increased occurrence probability of other connectivity states (states 3 and 4). Bringing a new perspective to explain neuropathophysiology, these findings suggest atypical dynamic network recruitment to accommodate task demands in ADHD children.

15.
Dev Sci ; 23(5): e12942, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-31981278

RESUMEN

Autism spectrum disorders (ASD) are associated with face perception atypicalities, and atypical experience with faces has been proposed as an underlying explanation. Studying the own-race advantage (ORA) for face recognition can reveal the effect of experience on face perception in ASD, although the small number of studies in the area present mixed findings. This study probed the ORA in ASD by comparing two cultural groups simultaneously for the first time. Children with ASD in the UK (N = 16) and Japan (N = 26) were compared with age- and ability-matched typically developing (TD) children in the UK (N = 16) and Japan (N = 26). Participants completed a two-alternative forced-choice task, whereby they had to recognize a just seen face from a foil which was manipulated in one of four ways (IC: identity change; EE: easy eyes; HE: hard eyes; HM: hard mouth). Face stimuli were Asian and Caucasian, and thus the same stimuli were own and other race depending on the cultural group. The ASD groups in the UK and Japan did not show impaired face recognition abilities, or impairments with recognizing faces depending on manipulations to the eye region, and importantly they showed an ORA. There was considerable heterogeneity in the presence of the ORA in ASD and TD and also across cultures. Children in Japan had higher accuracy than children in the UK, and TD children in Japan did not show an ORA. This cross-cultural study challenges the view that atypical experiences with faces lead to a reduced/absent ORA in ASD.


Asunto(s)
Trastorno Autístico/psicología , Comparación Transcultural , Reconocimiento Facial/fisiología , Pueblo Asiatico , Niño , Ojo/anatomía & histología , Cara/fisiología , Femenino , Humanos , Japón , Masculino , Boca/anatomía & histología , Reino Unido
16.
Brain Dev ; 42(2): 185-191, 2020 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-31787380

RESUMEN

BACKGROUND: The pathogenesis of acute encephalopathy (AE) remains unclear, and a biomarker has not been identified. METHODS: Levels of 49 cytokines and chemokines, including osteopontin (OPN), were measured in serum and cerebrospinal fluid (CSF) of children with AE (n = 17) or febrile convulsion (FC; n = 8; control group). The AE group included acute necrotizing encephalopathy (n = 1), acute encephalopathy with biphasic seizures and late reduced diffusion (AESD; n = 3), clinically mild encephalitis/encephalopathy with a reversible splenial lesion (MERS; n = 4), and unclassified acute encephalopathy (UCAE; n = 9) that does not meet the criteria of syndrome classification. Five individuals with AE had neurological sequelae or death (poor prognosis), whereas 12 were alive without neurological sequelae (good prognosis). RESULTS: The CSF:serum ratios of OPN, CC chemokine ligand (CCL)4, and interleukin (IL)-10 were significantly higher in AE than in FC. The CSF levels of macrophage inhibitory factor (MIF) and leukemia inhibitory factor (LIF) were significantly higher in the poor-prognosis group than in the good-prognosis group. The CSF:serum ratios of OPN were significantly higher in AESD and in MERS than in FC. The CSF:serum ratios of MIF and OPN were higher in MERS than in UCAE or FC. CONCLUSION: Our results suggest that microglia-related cytokines and chemokines such as OPN, MIF, and LIF could be novel biomarkers of AE, in addition to the previously reported IL-10 and CCL4, and that MIF and LIF may be markers of poor prognosis.


Asunto(s)
Encefalopatías/inmunología , Encefalopatías/patología , Citocinas/análisis , Biomarcadores/sangre , Biomarcadores/líquido cefalorraquídeo , Quimiocinas/análisis , Quimiocinas/sangre , Quimiocinas/líquido cefalorraquídeo , Preescolar , Citocinas/sangre , Citocinas/líquido cefalorraquídeo , Encefalitis/líquido cefalorraquídeo , Femenino , Humanos , Lactante , Oxidorreductasas Intramoleculares/sangre , Oxidorreductasas Intramoleculares/líquido cefalorraquídeo , Factor Inhibidor de Leucemia/sangre , Factor Inhibidor de Leucemia/líquido cefalorraquídeo , Factores Inhibidores de la Migración de Macrófagos/sangre , Factores Inhibidores de la Migración de Macrófagos/líquido cefalorraquídeo , Masculino , Osteopontina/sangre , Osteopontina/líquido cefalorraquídeo , Convulsiones/etiología , Convulsiones Febriles/complicaciones , Convulsiones Febriles/inmunología , Convulsiones Febriles/patología
17.
Neurophotonics ; 6(4): 045013, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31853459

RESUMEN

Connectivity impairment has frequently been associated with the pathophysiology of attention-deficit/hyperactivity disorder (ADHD). Although the connectivity of the resting state has mainly been studied, we expect the transition between baseline and task may also be impaired in ADHD children. Twenty-three typically developing (i.e., control) and 36 disordered (ADHD and autism-comorbid ADHD) children were subjected to connectivity analysis. Specifically, they performed an attention task, visual oddball, while their brains were measured by functional near-infrared spectroscopy. The results of the measurements revealed three key findings. First, the control group maintained attentive connectivity, even in the baseline interval. Meanwhile, the disordered group showed enhanced bilateral intra- and interhemispheric connectivities while performing the task. However, right intrahemispheric connectivity was found to be weaker than those for the control group. Second, connectivity and activation characteristics might not be positively correlated with each other. In our previous results, disordered children lacked activation in the right middle frontal gyrus. However, within region connectivity of the right middle frontal gyrus was relatively strong in the baseline interval and significantly increased in the task interval. Third, the connectivity-based biomarker performed better than the activation-based biomarker in terms of screening. Activation and connectivity features were independently optimized and cross validated to obtain the best performing threshold-based classifier. The effectiveness of connectivity features, which brought significantly higher training accuracy than the optimum activation features, was confirmed (88% versus 76%). The optimum screening features were characterized by two trends: (1) strong connectivities of right frontal, left frontal, and left parietal lobes and (2) weak connectivities of left frontal, left parietal, and right parietal lobes in the control group. We conclude that the attentive task-based connectivity effectively shows the difference between control and disordered children and may represent pathological characteristics to be feasibly implemented as a supporting tool for clinical screening.

18.
Front Hum Neurosci ; 13: 7, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30800062

RESUMEN

Attention deficit/hyperactivity disorder (ADHD) has been frequently reported as co-occurring with autism spectrum disorder (ASD). However, ASD-comorbid ADHD is difficult to diagnose since clinically significant symptoms are similar in both disorders. Therefore, we propose a classification method of differentially recognizing the ASD-comorbid condition in ADHD children. The classification method was investigated based on functional brain imaging measured by near-infrared spectroscopy (NIRS) during a go/no-go task. Optimization and cross-validation of the classification method was carried out in medicated-naïve and methylphenidate (MPH) administered ADHD and ASD-comorbid ADHD children (randomized, double-blind, placebo-controlled, and crossover design) to select robust parameters and cut-off thresholds. The parameters could be defined as either single or averaged multi-channel task-evoked activations under an administration condition (i.e., pre-medication, post-MPH, and post-placebo). The ADHD children were distinguished by significantly high MPH-evoked activation in the right hemisphere near the midline vertex. The ASD-comorbid ADHD children tended to have low activation responses in all regions. High specificity (86 ± 4.1%; mean ± SD), sensitivity (93 ± 7.3%), and accuracy (82 ± 1.6%) were obtained using the activation of oxygenated-hemoglobin concentration change in right middle frontal, angular, and precentral gyri under MPH medication. Therefore, the significantly differing MPH-evoked responses are potentially effective features and as supporting differential diagnostic tools.

20.
Neurophotonics ; 5(4): 045001, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-30345324

RESUMEN

Functional near-infrared spectroscopy (fNIRS) signals are prone to problems caused by motion artifacts and physiological noises. These noises unfortunately reduce the fNIRS sensitivity in detecting the evoked brain activation while increasing the risk of statistical error. In fNIRS measurements, the repetitive resting-stimulus cycle (so-called block-design analysis) is commonly adapted to increase the sample number. However, these blocks are often affected by noises. Therefore, we developed an adaptive algorithm to identify, reject, and select the noise-free and/or least noisy blocks in accordance with the preset acceptance rate. The main features of this algorithm are personalized evaluation for individual data and controlled rejection to maintain the sample number. Three typical noise criteria (sudden amplitude change, shifted baseline, and minimum intertrial correlation) were adopted. Depending on the quality of the dataset used, the algorithm may require some or all noise criteria with distinct parameters. Aiming for real applications in a pediatric study, we applied this algorithm to fNIRS datasets obtained from attention deficit/hyperactivity disorder (ADHD) children as had been studied previously. These datasets were divided for training and validation purposes. A validation process was done to examine the feasibility of the algorithm regardless of the types of datasets, including those obtained under sample population (ADHD or typical developing children), intervention (nonmedication and drug/placebo administration), and measurement (task paradigm) conditions. The algorithm was optimized so as to enhance reproducibility of previous inferences. The optimum algorithm design involved all criteria ordered sequentially (0.047 mM mm of amplitude change, 0.029 mM mm / s of baseline slope, and 0.6 × interquartile range of outlier threshold for each criterion, respectively) and presented complete reproducibility in both training and validation datasets. Compared to the visual-based rejection as done in the previous studies, the algorithm achieved 71.8% rejection accuracy. This suggests that the algorithm has robustness and potential to substitute for visual artifact-detection.

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