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1.
Pediatr Int ; 61(11): 1086-1095, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31419360

RESUMO

BACKGROUND: This study assessed the psychometric profile of 10 questionnaires (every 6 months, from 6 to 60 months) from the Japanese translation of the Ages and Stages Questionnaires, third edition (J-ASQ-3). METHODS: Data from 439 children in a birth cohort were used to identify the J-ASQ-3 score distribution, establish cut-off scores, and calculate the instrument's internal consistency. Data were also collected from 491 outpatients to examine J-ASQ-3 test-retest reliability and concurrent validity, which was examined using the Kyoto Scale of Psychological Development (KSPD) and the Japanese version of the Denver Developmental Screening Test II (J-Denver II). Both the original and the alternative screening criteria of the ASQ-3 were used (failure in at least one and at least two domains, respectively). RESULTS: Cronbach's alpha for each J-ASQ-3 subscale on each questionnaire ranged from 0.45 to 0.89. Test-retest reliability was >0.75 for the subscales on almost all questionnaires. Concurrent validity was also adequate. In comparison with the screening results of the KSPD, the overall sensitivity and specificity were 96.0% and 48.8%, respectively, when the ASQ-3 original criterion was used, and 92.1% and 74.9%, respectively, when the alternative criterion was used. In comparison with the screening results of the J-Denver II, the overall sensitivity and specificity were 75.6% and 74.7%, respectively, when the ASQ-3 original criterion was used, and 56.3% and 93.0%, respectively, when the alternative criterion was used. CONCLUSIONS: This study quantified the psychometric profiles of the Japanese translations of 10 ASQ-3 questionnaires. We demonstrated the validity of the J-ASQ-3 and determined new cut-off scores. Further studies with larger samples from a greater range of locations are required to clarify the suitability of this tool for all Japanese children.


Assuntos
Desenvolvimento Infantil , Programas de Rastreamento/métodos , Inquéritos e Questionários/normas , Traduções , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Japão , Masculino , Projetos Piloto , Reprodutibilidade dos Testes
2.
Pediatr Int ; 57(3): 385-92, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25711347

RESUMO

BACKGROUND: Previous research has established links between corporal punishment and children's developmental problems, but few studies have investigated the moderating effect of positive parenting between corporal punishment and children's developmental difficulties in detail. This study investigated the buffering effect of parental engagement on the association between corporal punishment and children's emotional/behavioral problems. METHODS: The main caregivers completed the Evaluation of Environmental Stimulation Scale (EES), which is an evaluation of daily parenting behaviors, and the Strengths and Difficulties Questionnaire (SDQ), which evaluates children's developmental problems. RESULTS: Corporal punishment was associated with worse emotional and behavioral problems in children, whereas parental engagement in games or sports was associated with fewer emotional symptoms. Similarly, parental engagement in homework or housework significantly moderated the association between corporal punishment and children's behavioral problems. CONCLUSIONS: Parental engagement positively moderated the association between parental corporal punishment and children's developmental difficulties. This association varied with child gender.


Assuntos
Cuidadores/psicologia , Comportamento Infantil/psicologia , Emoções/fisiologia , Poder Familiar/psicologia , Pais/psicologia , Comportamento Problema/psicologia , Punição/psicologia , Adulto , Criança , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Inquéritos e Questionários
3.
No To Hattatsu ; 47(3): 207-11, 2015 May.
Artigo em Japonês | MEDLINE | ID: mdl-26211342

RESUMO

It is thought that dyslexia is caused by brain dysfunction--specifically, impairment of phonological processing. Dyslexia is classified into neurodevelopmental disorder in DSM-5 and is described as an alternative term for specific learning disorder that includes reading impairment. It seems that dyslexia will be recognized as a separate clinical entity. As in our country, clinical research for diagnosis and treatment is continually progressing. Our original reading aloud test is recognized as an official examination for dyslexia diagnosis and is indicated as a mark of the fee-for-service. The time has come when we must regard this disorder not only as a special needs education issue but also as a medical subject.


Assuntos
Dislexia , Dislexia/diagnóstico , Dislexia/terapia , Educação Inclusiva , Feminino , Humanos , Masculino , Linhagem , Leitura
4.
Brain ; 136(Pt 12): 3696-708, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24052613

RESUMO

Because of unique linguistic characteristics, the prevalence rate of developmental dyslexia is relatively low in the Japanese language. Paradoxically, Japanese children have serious difficulty analysing phonological processes when they have dyslexia. Neurobiological deficits in Japanese dyslexia remain unclear and need to be identified, and may lead to better understanding of the commonality and diversity in the disorder among different linguistic systems. The present study investigated brain activity that underlies deficits in phonological awareness in Japanese dyslexic children using functional magnetic resonance imaging. We developed and conducted a phonological manipulation task to extract phonological processing skills and to minimize the influence of auditory working memory on healthy adults, typically developing children, and dyslexic children. Current experiments revealed that several brain regions participated in manipulating the phonological information including left inferior and middle frontal gyrus, left superior temporal gyrus, and bilateral basal ganglia. Moreover, dyslexic children showed altered activity in two brain regions. They showed hyperactivity in the basal ganglia compared with the two other groups, which reflects inefficient phonological processing. Hypoactivity in the left superior temporal gyrus was also found, suggesting difficulty in composing and processing phonological information. The altered brain activity shares similarity with those of dyslexic children in countries speaking alphabetical languages, but disparity also occurs between these two populations. These are initial findings concerning the neurobiological impairments in dyslexic Japanese children.


Assuntos
Mapeamento Encefálico , Encéfalo/fisiopatologia , Dislexia/patologia , Dislexia/fisiopatologia , Fonética , Adolescente , Adulto , Povo Asiático , Encéfalo/irrigação sanguínea , Criança , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Testes de Linguagem , Linguística , Imageamento por Ressonância Magnética , Masculino , Oxigênio/sangue , Estimulação Luminosa , Testes Psicológicos , Fatores de Tempo , Adulto Jovem
5.
No To Hattatsu ; 46(4): 270-4, 2014 Jul.
Artigo em Japonês | MEDLINE | ID: mdl-25154223

RESUMO

OBJECTIVE: The present study examined the effectiveness of response to intervention (RTI) for the early detection and intervention for specific reading disorder. METHOD: RTIs were applied to seventy-seven first graders (36 boys and 41 girls) for the early detection and intervention of specific reading disorders. The outcomes were examined when the children reached the third grade. RESULTS: Reading difficulties were detected in four children at the beginning of the first grade. Decoding training and vocabulary learning were conducted with these children as interventions for reading difficulties. Three children exhibited improvements in reading difficulties at the end of the first grade. The fourth child responded poorly and was diagnosed with specific reading disorder. The assessment of outcomes at the third grade showed that this child still had reading difficulties, whereas no other child displayed symptoms for being diagnosed with specific reading disorder. CONCLUSION: RTI is effective for the early detection and intervention of specific reading disorder.


Assuntos
Dislexia/diagnóstico , Criança , Estudos de Coortes , Diagnóstico Precoce , Intervenção Educacional Precoce , Intervenção Médica Precoce , Feminino , Humanos
6.
No To Hattatsu ; 45(3): 239-42, 2013 May.
Artigo em Japonês | MEDLINE | ID: mdl-23785843

RESUMO

OBJECTIVE: The present study aimed to clarify the efficacy of decoding training focusing on the correspondence between written symbols and their readings for children with difficulty reading hiragana (Japanese syllabary). METHODS: Thirty-five children with difficulty reading hiragana were selected from among 367 first-grade elementary school students using a reading aloud test and were then divided into intervention (n=15) and control (n=20) groups. The intervention comprised 5 minutes of decoding training each day for a period of 3 weeks using an original program on a personal computer. Reading time and number of reading errors in the reading aloud test were compared between the groups. RESULTS: The intervention group showed a significant shortening of reading time (F(1,33)=5.40, p<0.05, two-way ANOVA) compared to the control group. However, no significant difference in the number of errors was observed between the two groups. Ten children in the control group who wished to participate in the decoding training were included in an additional study;as a result, improvement of the number of reading errors was observed (t= 2.863, p< 0.05, paired t test), but there was no improvement in reading time. CONCLUSIONS: Decoding training was found to be effective for improving both reading time and reading errors in children with difficulty reading hiragana.


Assuntos
Dislexia/fisiopatologia , Educação , Leitura , Redação , Análise de Variância , Povo Asiático , Criança , Humanos , Idioma , Análise e Desempenho de Tarefas
7.
No To Hattatsu ; 45(4): 275-80, 2013 Jul.
Artigo em Japonês | MEDLINE | ID: mdl-23951938

RESUMO

OBJECTIVE: The purpose of this study is to develop a computer training program of reading for the Japanese dyslexic children and to examine its short-term efficacy on their reading and writing abilities. METHODS: Fifteen dyslexic children underwent two sets of training programs, one for single-hiragana and non-word reading, and the other for the reading of real words, in which each hiragana was followed by the correctly read sound. Subjects were required to use a given program for five minutes a day for three weeks, switching to the other program after a three-week interval. Four kinds of reading test and one writing test were done at the beginning and end of each program period. RESULTS: The averages reading speeds increased, and the single-hiragana reading error average was lower after the training. Hiragana-writing errors also decreased, even though no writing procedure was involved in the programs. CONCLUSIONS: The results indicate the usefulness of these training programs as an early intervention of reading and writing for the Japanese dyslexic children.


Assuntos
Dislexia/terapia , Idioma , Leitura , Redação , Povo Asiático , Criança , Dislexia/diagnóstico , Feminino , Humanos , Masculino , Fatores de Tempo , Resultado do Tratamento
8.
Brain Dev ; 44(10): 664-671, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-35879141

RESUMO

OBJECTIVE: The diagnosis of attention deficit/hyperactivity disorder (AD/HD) in Japan is mainly based on information obtained from caregivers. There is therefore a need to establish an objectivity index that can be easily used in clinical practice. The purpose of the study was to create a predictive model for the diagnosis of AD/HD using the MOGRAZ, a visual continuous performance test developed in Japan. METHODS: We collected data from an AD/HD group and a non-AD/HD group. The AD/HD group included 75 children with predominantly inattentive type AD/HD and 48 with combined type AD/HD who were aged 6 to 12 years and diagnosed at our department. The non-AD/HD group included 153 Japanese children aged 6 to 11 years enrolled in regular classes at a public elementary school. In both groups, multiple logistic regression analysis was performed using the results of MOGRAZ, age, and sex as parameters, and algorithms for a predictive diagnostic model of AD/HD were created. RESULTS: The area under the receiver operating characteristic curve (ROC-AUC) between the predominantly inattentive type AD/HD subgroup and non-AD/HD group was 0.884 (95% confidence interval: 0.837-0.932), and the ROC-AUC between the combined type AD/HD subgroup and non-AD/HD group was 0.914 (95% CI: 0.869-0.959). CONCLUSION: The prediction model using the MOGRAZ score allowed us to create an objectivity index to determine the diagnosis of AD/HD that can be easily used in clinical practice. We plan additional verification of this prediction model with additional participants.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade , Criança , Humanos , Transtorno do Deficit de Atenção com Hiperatividade/diagnóstico , Instituições Acadêmicas , Japão
9.
Yonago Acta Med ; 65(3): 238-243, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36061580

RESUMO

Background: Mathematical learning difficulty (MLD) during school years results from several factors, including dyscalculia. Traditional diagnostic tests for dyscalculia are time intensive and require skilled specialists. This prospective cohort study aimed to reveal that the less time intensive Fundamental Calculative Ability Test (FCAT), administered in first grade, can predict the outcome of mathematical school achievement, which was measured with the curriculum-based mathematical test for second grade (1.2 years after FCAT). Methods: A total of 362 Japanese first- and second-grade children participated. A new quick test measuring fundamental calculative abilities, the FCAT, ordinal, radix, addition, and subtraction, was conducted for the first graders (mean age: 7.1 years). Mathematical school achievement was measured during the tests [mathematics curriculum-based test in Tottori Prefecture (MCBT)] for first (MCBT-1, mean age: 7.3 years) and second graders (MCBT-2, mean age: 8.3 years). We analyzed the associations between FCAT and MCBT-1 and 2 using univariate regression analysis, and cutoff values for mathematical learning difficulty (MLD) at MCBT-2 using the rating operation curve and Youden index. MLD was set as a score of lower than 20% on the MCBT. Results: The FCAT score was significantly associated with the MCBT-1 (regression coefficient: 0.67, P < 0.001) and MCBT-2 scores (regression coefficient: 0.50, P < 0.001). A cutoff value of 47 points (deviation score: 47) at the FCAT score predicted MLD at MCBT-2 (sensitivity: 0.77, specificity: 0.73). For 62 participants with MLD at MCBT-1 score, FCAT scores below the cutoff value of 40 points (deviation score: 35) were at high risk of MLD at MCBT-2 (odds ratio: 6.2). Conclusion: The FCAT is easily conducted in a short time during regular schools and can predict mathematical school achievement. It can be used for the early diagnosis of children with mathematical problems.

11.
No To Hattatsu ; 43(5): 384-8, 2011 Sep.
Artigo em Japonês | MEDLINE | ID: mdl-21941846

RESUMO

We provided reading aloud instructions to a child who was diagnosed with dyslexia in a regular class of 69 first graders, comprising 33 boys and 36 girls, during a test of reading sentences aloud. The instructions consisted of a 2-step approach, i.e., decoding instruction and vocabulary instruction. First, a decoding instruction, which emphasized an important point in effortless decoding, was presented to the child. Next, a vocabulary instruction, which aimed to facilitate word-form recognition, was provided. We found that, the decoding instruction was effective in decreasing the number of reading errors, and that the vocabulary instruction was effective against reducing the time taken to read aloud.


Assuntos
Estimulação Acústica , Linguagem Infantil , Dislexia/reabilitação , Leitura , Vocabulário , Estimulação Acústica/métodos , Criança , Dislexia/diagnóstico , Feminino , Humanos , Masculino
12.
Front Psychiatry ; 12: 812347, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35126213

RESUMO

BACKGROUND: Early intervention and prevention of psychiatric comorbidities of children with autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD) are urgent issues. However, the differences in the diagnoses of ASD and ADHD and psychiatric comorbidities associated with age, long-term healthcare utilization trajectories, and its associated diagnostic features have not been fully elucidated in Japan. METHOD: We conducted a retrospective observational study using the medical records. Member hospitals of three major consortiums of hospitals providing child and adolescent psychiatric services in Japan were recruited for the study. Children who accessed the psychiatry services of the participating hospitals in April 2015 were followed up for 5 years, and data on their clinical diagnoses, consultation numbers, and hospitalizations were collected. Non-hierarchical clustering was performed using two 10-timepoint longitudinal variables: consultation numbers and hospitalization. Among the major clusters, the differences in the prevalence of ASD, ADHD, comorbid intellectual disability, neurotic disorders, and other psychiatric disorders were assessed. RESULTS: A total of 44 facilities participated in the study (59.5%), and 1,003 participants were enrolled. Among them, 591 diagnosed with ASD and/or ADHD (58.9%) and 589 without missing data were assessed. The mean age was 10.1 years, and 363 (70.9%) were boys. Compared with the pre-schoolers, the school-aged children and adolescents had fewer ASD, more ADHD, and fewer comorbid intellectual disability diagnoses, as well as more diagnoses of other psychiatric disorders. A total of 309 participants (54.7%) continued consultation for 2 years, and 207 (35.1%) continued for 5 years. Clustering analysis identified three, two, and three major clusters among pre-schoolers, school-aged children, and adolescents, respectively. The largest cluster was characterized by early termination of the consultation and accounted for 55.4, 70.6, and 73.4% of pre-schoolers, school-aged children, and adolescents, respectively. Among the school-aged children, the diagnosis of ADHD was associated with a cluster that required longer periods of consultations. Among the adolescents, comorbid psychiatric disorders other than intellectual disability and neurotic disorders were associated with clusters that required hospitalization. CONCLUSION: Continuous healthcare needs were common and psychiatric comorbidities were associated with complex trajectory among adolescents. The promotion of early intervention and prevention of comorbidities are important.

13.
J Epidemiol ; 20 Suppl 2: S404-6, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20179363

RESUMO

BACKGROUND: The Tottori study group, part of the JCS, presides over a community-based cohort study started when subjects-children living in Tottori City-were 5 years old. The social aspects of conducting a cohort study should also be made public, as this information is crucial for conducting community-based cohort studies. METHODS: Documents pertaining to social aspects implemented by the Tottori study group between 2004 and 2008 were arranged chronologically. Information which is crucial for conducting community-based cohort studies were extracted and classified into several categories. RESULTS: Five categories were extracted from the documents: research staff, supporting committee, recruitment, maintenance of motivation and disclosure. Implementation of the social aspects described in maintenance of motivation resulted in fewer subjects dropping out of the study and a re-recruitment rate of approximately 90%. CONCLUSIONS: The following factors are essential for a successful developmental cohort study of children: 1) A birth cohort study should be planned in hospitals with medical staff such as obstetricians and pediatricians; 2) An interdisciplinary group composed of medical or psychological clinicians and researchers with abundant experience in epidemiological study should be included; 3) If possible, an expert or widely known individual in the study's target field should be included as a member of the study staff; 4) For long cohort studies, a researcher with expertise in school education should be included; 5) A support committee should be organized as an external part of the study team.


Assuntos
Desenvolvimento Infantil , Estudos de Coortes , Comportamento Cooperativo , Projetos de Pesquisa , Pré-Escolar , Membro de Comitê , Revelação , Humanos , Japão , Motivação , Seleção de Pacientes , Pesquisadores
14.
J Epidemiol ; 20 Suppl 2: S466-71, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20179377

RESUMO

BACKGROUND: The present study examines gender differences in the correlations between intelligence and developmental problems as well as social competence in first graders. METHODS: Ninety parent-child dyads participated in this study. The children comprised 7-year-olds recruited from the first grade of an elementary school. All the children were administered the Wechsler Intelligence Scale for Children-Third Edition (WISC-III), Parent-child Interaction Rating Scale (IRS), and the parent report version of Strength and Difficulties Questionnaire (SDQ). RESULTS: The findings clarified that the processing speed of boys significantly correlated with their peer relationship. On the other hand, the emotional symptoms exhibited by girls had a more common association with their intellectual abilities. The correlations between parenting and intellectual abilities differed in boys and girls. CONCLUSIONS: Children's gender should be taken into account when assessing the diversity in their intellectual abilities and developmental problems. Moreover, parenting also influences the development of children in various ways.


Assuntos
Transtornos do Comportamento Infantil/psicologia , Desenvolvimento Infantil , Inteligência , Comportamento Social , Criança , Transtornos do Comportamento Infantil/epidemiologia , Emoções , Feminino , Humanos , Masculino , Relações Pais-Filho , Poder Familiar/psicologia , Grupo Associado , Fatores Sexuais , Inquéritos e Questionários , Escalas de Wechsler
16.
No To Hattatsu ; 42(6): 437-42, 2010 Nov.
Artigo em Japonês | MEDLINE | ID: mdl-21077354

RESUMO

We investigated the clinical symptoms of children with developmental dyslexia (DD) and evaluated the relationship between these symptoms and their Hiragana reading abilities. In order to detect the clinical symptoms of DD, we newly developed a clinical-symptoms-checklist (CL), which consisted of a total of 30 yes/no questions regarding symptoms linked to reading (15 questions) and writing (15 questions). Subjects were 98 Japanese school grade (1 to 9) children, aged 6 to 15 years old, with normal intelligence confirmed by the Wechsler Intelligence Test for Children (WISC-Ill) and they were divided into 2 groups according to their diagnosis. Twenty four children diagnosed as developmental dyslexia consisted the DD group, and the remaining 74 children were grouped in the non-DD group. CL showed significant construct validity (p<0.05) and inner consistency (reading: a =0.82, writing: a =0.72) after deleting two questions from the originals. The number of questions checked in the CL reading subcategory significantly correlated with the Hiragana reading ability of articulation time in all Hiragana reading tasks (p<0.001). More severe clinical symptoms and lower reading ability were observed in the DD group compared to the non-DD group. Receiver Operating Characteristics (ROC) analysis indicated that these two groups could be discriminated by the CL and the results of the reading task, and both sensitivity and specificity rate were approximately 80%. It was suggested that 7 or more positive checks in the CL and 2 or more abnormal scores in the reading tasks might discriminate DD from other conditions which cause difficulties in reading and writing in Japanese children.


Assuntos
Dislexia/fisiopatologia , Leitura , Adolescente , Criança , Dislexia/diagnóstico , Feminino , Humanos , Masculino , Redação
17.
No To Hattatsu ; 42(1): 15-21, 2010 Jan.
Artigo em Japonês | MEDLINE | ID: mdl-23858606

RESUMO

Five hundred and twenty-eight Japanese elementary school children aged from 6 (Grade 1) to 12 (Grade 6) were tested for their abilities to read Hiragana characters, words, and short sentences. They were typically developing children whom the classroom teachers judged to have no problems with reading and writing in Japanese. Each child was asked to read four tasks which were written in Hiragana script: single mora reading task, four syllable non-word reading task, four syllable word reading task, and short sentence reading task. The total articulation time for reading and performance in terms of accuracy were measured for each task. Developmental changes in these variables were evaluated. The articulation time was significantly longer for the first graders, and it gradually shortened as they moved through to the upper grades in all tasks. The articulation time reached a plateau in the 4th grade for the four syllable word and short sentence reading tasks, while it did so for the single mora and four syllable non-word reading tasks in the 5th grade. The articulation times for the four syllable word and short sentence reading tasks correlated strongly. There were very few clear errors for all tasks, and the number of such errors significantly changed between the school grades only for the single mora and four syllable word reading tasks. It was noted that more than half of the children read the beginning portion of the word or phrase twice or more, in order to read it accurately, and developmental changes were also seen in this pattern of reading. This study revealed that the combination of these reading tasks may function as a screening test for reading disorders such as developmental dyslexia in children below the age of ten or eleven years old.


Assuntos
Desenvolvimento Infantil/fisiologia , Dislexia/diagnóstico , Leitura , Povo Asiático , Criança , Feminino , Humanos , Masculino , Instituições Acadêmicas , Análise e Desempenho de Tarefas
18.
Soc Neurosci ; 15(3): 311-323, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-31944165

RESUMO

Gestural interaction, where a person initiates interaction (initiator) and another person responds to it (follower), changes during development. The neural network comprising the inferior frontal gyrus (IFG), inferior parietal lobule (IPL), and the lateral occipito-temporal cortex (LOTC) is relevant to gestural interaction. The LOTC includes the extrastriate body area (EBA). Activation of these brain regions depends on the initiating/following role in adults. We conducted functional magnetic resonance imaging study on 18 children and 18 adults, to elucidate developmental changes of the neural mechanism underlying gestural interaction. We manipulated the initiating/following role (initiating/following) and congruency (congruent/incongruent) of executed and observed actions. After analyzing regional brain activity, we assessed psycho-physiological interaction to examine functional connectivity. Activation in the IFG and connectivity between the IFG and EBA in the Initiating rather than Following condition, which might be associated with evaluating social relevance, was stronger in adults than in children. The increase of the incongruency effect in the following condition (relative to the initiating condition) in the bilateral IPL was significantly attenuated in children compared with adults. These results suggest that the fronto-parieto-temporal network, involved in gestural interactions, undergoes developmental changes.


Assuntos
Gestos , Córtex Pré-Frontal/fisiologia , Desempenho Psicomotor , Córtex Visual/fisiologia , Adolescente , Adulto , Mapeamento Encefálico , Criança , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Vias Neurais/fisiologia , Psicofísica , Adulto Jovem
19.
Neurotoxicology ; 79: 191-199, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32526257

RESUMO

OBJECTIVE: Although environmental lead exposure has decreased, several studies have shown that low-level lead exposure can result in adverse psychological symptoms. However, few studies have examined lead neurotoxicity in pregnant women. We investigated the association between lead exposure and psychological symptoms in pregnant women, and between socio-economic status and blood lead levels. METHODS: Blood lead levels were measured in 17,267 pregnant women in the Japan Environment and Children's Study. Odds ratios (ORs) for high blood lead levels were calculated using multinomial logistic regression. Psychological symptoms were assessed using the Kessler Psychological Distress Scale (K6). ORs for depression (K6 ≥ 13 or ≥5) were calculated using logistic regression with adjustment for potential confounders. RESULTS: The geometric mean of whole blood lead levels was 0.58 µg/dl (range 0.14-6.75 µg/dl). Higher blood lead levels were associated with older age (OR 1.79, 9 5% confidence interval [CI] 1.46-2.19), unmarried status (OR 1.75, 95 % CI 1.31-2.33), lower household income (OR 1.76, 95 % CI 1.38-2.24), and lower educational attainment (OR 1.34, 95 % CI 1.20-1.48). The percentage of women with K6 scores ≥13 and ≥5 was 3 % and 28.2 %, respectively. There was no significant association between lead exposure and K6 score (K6 ≥ 13: OR 1.00, 95 % CI 0.76-1.32; K6 ≥ 5: OR 0.98, 95 % CI 0.88-1.09). CONCLUSION: Our results indicate a small but significant association between higher blood lead levels and lower socio-economic status in a population with low blood lead levels, but no association between low-level lead exposure and psychological symptoms.


Assuntos
Ansiedade/sangue , Depressão/sangue , Intoxicação do Sistema Nervoso por Chumbo em Adultos/sangue , Chumbo/sangue , Saúde Mental , Adulto , Ansiedade/diagnóstico , Ansiedade/epidemiologia , Ansiedade/psicologia , Biomarcadores/sangue , Estudos Transversais , Depressão/diagnóstico , Depressão/epidemiologia , Depressão/psicologia , Feminino , Humanos , Japão/epidemiologia , Chumbo/efeitos adversos , Intoxicação do Sistema Nervoso por Chumbo em Adultos/diagnóstico , Intoxicação do Sistema Nervoso por Chumbo em Adultos/epidemiologia , Intoxicação do Sistema Nervoso por Chumbo em Adultos/psicologia , Gravidez , Prevalência , Medição de Risco , Fatores de Risco , Classe Social , Determinantes Sociais da Saúde , Adulto Jovem
20.
J Atten Disord ; 24(14): 2012-2020, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-29154696

RESUMO

Objective: To establish valid, objective biomarkers for ADHD using machine learning. Method: Machine learning was used to predict disorder severity from new brain function data, using a support vector machine (SVM). A multicenter approach was used to collect data for machine learning training, including behavioral and physiological indicators, age, and reverse Stroop task (RST) data from 108 children with ADHD and 108 typically developing (TD) children. Near-infrared spectroscopy (NIRS) was used to quantify change in prefrontal cortex oxygenated hemoglobin during RST. Verification data were from 62 children with ADHD and 37 TD children from six facilities in Japan. Results: The SVM general performance results showed sensitivity of 88.71%, specificity of 83.78%, and an overall discrimination rate of 86.25%. Conclusion: A SVM using an objective index from RST may be useful as an auxiliary biomarker for diagnosis for children with ADHD.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade , Transtorno do Deficit de Atenção com Hiperatividade/diagnóstico , Criança , Humanos , Japão , Aprendizado de Máquina , Córtex Pré-Frontal , Espectroscopia de Luz Próxima ao Infravermelho
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