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1.
J Clin Child Adolesc Psychol ; : 1-10, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38805627

ABSTRACT

OBJECTIVE: Although the significance of the general factor of psychopathology (p) is being increasingly recognized, it remains unclear how to best operationalize and measure p. To test variations in the operationalizations of p and make practical recommendations for its assessment, we compared p-factor scores derived from four models. METHODS: We compared p scores derived from principal axis (Model 1), hierarchical factor (Model 2), and bifactor (Model 3) analyses, plus a Total Problem score (sum of unit-weighted ratings of all problem items; Model 4) for parent- and self-rated youth psychopathology from 24 societies. Separately for each sample, we fitted the models to parent-ratings on the Child Behavior Checklist for Ages 6-18 (CBCL/6-18) and self-ratings on the Youth Self-Report (YSR) for 25,643 11-18-year-olds. Separately for each sample, we computed correlations between p-scores obtained for each pair of models, cross-informant correlations between p-scores for each model, and Q-correlations between mean item x p-score correlations for each pair of models. RESULTS: Results were similar for all models, as indicated by correlations of .973-.994 between p-scores for Models 1-4, plus similar cross-informant correlations between CBCL/6-18 and YSR Model 1-4 p-scores. Item x p correlations had similar rank orders between Models 1-4, as indicated by Q correlations of .957-.993. CONCLUSIONS: The similar results obtained for Models 1-4 argue for using the simplest model - the unit-weighted Total Problem score - to measure p for clinical and research assessment of youth psychopathology. Practical methods for measuring p may advance the field toward transdiagnostic patterns of problems.

2.
Arch Sex Behav ; 52(3): 1153-1167, 2023 04.
Article in English | MEDLINE | ID: mdl-36241943

ABSTRACT

Ideal friend and romantic partner characteristics related to self-perceived characteristics have been investigated in typically developing (TD) individuals, but not in individuals with autism spectrum disorder (ASD). Considering the autistic symptoms and challenges, investigating these concepts in autistic individuals is relevant. Given the lack of consensus, identity-first ("autistic person") and person-first ("person with autism") language are mixed throughout, to cover all preferences. This study explored (1) the association between self-perceived characteristics and desires in a friend/romantic partner, as well as (2) compare two groups (ASD and TD) in their desires for a friend/romantic partner. Two matched groups (ASD and TD) of 38 male adolescents (age 14-19 years) reported on the desire for nine characteristics (i.e., funny, popular, nice, cool, smart, trustworthy, good looking, similar interests, and being rich) in a friend/partner, and to what extent they felt they themselves possessed seven characteristics (i.e., funny, popular, nice, cool, smart, trustworthy, and good looking). Results showed both groups sought a friend and partner similar to themselves on intrinsic characteristics (e.g., trustworthiness), but less similar on extrinsic and social status characteristics (e.g., being less cool and popular). Particularly intrinsic characteristics, more than extrinsic and social status characteristics, were valued in both partners and friends, regardless of group. No significant differences were found between groups concerning to what extent characteristics were desired. Overall, adolescents with ASD desire similar characteristics as TD adolescents in their potential romantic partners and friends. There is some indication that the match between self-perception and desired characteristics is different.


Subject(s)
Autism Spectrum Disorder , Autistic Disorder , Adolescent , Humans , Male , Young Adult , Emotions , Friends , Language
3.
J Child Psychol Psychiatry ; 63(11): 1297-1307, 2022 11.
Article in English | MEDLINE | ID: mdl-35167140

ABSTRACT

BACKGROUND: Clinicians increasingly serve youths from societal/cultural backgrounds different from their own. This raises questions about how to interpret what such youths report. Rescorla et al. (2019, European Child & Adolescent Psychiatry, 28, 1107) found that much more variance in 72,493 parents' ratings of their offspring's mental health problems was accounted for by individual differences than by societal or cultural differences. Although parents' reports are essential for clinical assessment of their offspring, they reflect parents' perceptions of the offspring. Consequently, clinical assessment also requires self-reports from the offspring themselves. To test effects of individual differences, society, and culture on youths' self-ratings of their problems and strengths, we analyzed Youth Self-Report (YSR) scores for 39,849 11-17 year olds in 38 societies. METHODS: Indigenous researchers obtained YSR self-ratings from population samples of youths in 38 societies representing 10 culture cluster identified in the Global Leadership and Organizational Behavioral Effectiveness study. Hierarchical linear modeling of scores on 17 problem scales and one strengths scale estimated the percent of variance accounted for by individual differences (including measurement error), society, and culture cluster. ANOVAs tested age and gender effects. RESULTS: Averaged across the 17 problem scales, individual differences accounted for 92.5% of variance, societal differences 6.0%, and cultural differences 1.5%. For strengths, individual differences accounted for 83.4% of variance, societal differences 10.1%, and cultural differences 6.5%. Age and gender had very small effects. CONCLUSIONS: Like parents' ratings, youths' self-ratings of problems were affected much more by individual differences than societal/cultural differences. Most variance in self-rated strengths also reflected individual differences, but societal/cultural effects were larger than for problems, suggesting greater influence of social desirability. The clinical significance of individual differences in youths' self-reports should thus not be minimized by societal/cultural differences, which-while important-can be taken into account with appropriate norms, as can gender and age differences.


Subject(s)
Individuality , Parents , Child , Adolescent , Humans , Parents/psychology , Self Report
4.
Acta Psychiatr Scand ; 145(2): 209-222, 2022 02.
Article in English | MEDLINE | ID: mdl-34374070

ABSTRACT

OBJECTIVE: Meta-analyses have established a heightened risk of suicidality for youth treated with selective serotonin reuptake inhibitors (SSRIs). The present study investigates the risk and possible predictors of suicidality and non-suicidal self-injury (NSSI) associated with SSRI treatment in a clinical sample of children and adolescents. METHODS: An observational, longitudinal, retrospective study using a within-subject study design including in- and outpatients aged 0-17 years treated with SSRIs. Data were obtained from digital medical records and prescription software. RESULTS: N = 365 patients were included (64.1% female), mean (SD) age 14.5 (2.04) years, with primary depression, anxiety or obsessive-compulsive disorder. No suicides occurred. When comparing the 6-week period immediately prior to versus following SSRI initiation, the patient proportion with broadly defined suicidality decreased (38.5% vs. 24.2%, p < 0.001) while the proportion with suicide attempts was stable (2.8% vs. 2.8%, p = 1.000). The proportion with NSSI decreased statistically non-significantly (12.4% vs. 8.4%, p = 0.067). Results from individually standardized observation periods were similar; however, the proportion with suicide attempts decreased statistically non-significantly and the proportion with NSSI decreased significantly. Suicidality during SSRI treatment was associated with previous suicidality (OR[CI] = 6.0 [2.4-14.8], p < 0.001), depression as indication for SSRI treatment (OR[CI] = 2.1 [1.2-3.7], p = 0.01), female sex (OR[CI] = 2.1 [1.1-4.1], p = 0.02) and previous NSSI (OR[CI] = 2.0 [1.2-3.5], p = 0.01). CONCLUSION: Suicidality was common in youth treated with SSRIs. The patient proportion with overall suicidality decreased, and the proportion with attempted suicide was stable in the weeks following SSRI initiation. Previous suicidality, depression, female sex and previous NSSI are important predictors for suicidality during SSRI treatment in youth.


Subject(s)
Self-Injurious Behavior , Suicide , Adolescent , Child , Female , Humans , Male , Retrospective Studies , Self-Injurious Behavior/epidemiology , Selective Serotonin Reuptake Inhibitors/adverse effects , Suicidal Ideation
5.
Child Dev ; 92(1): 291-307, 2021 01.
Article in English | MEDLINE | ID: mdl-32845015

ABSTRACT

Parental psychopathology can affect child functioning, and vice versa. We examined bidirectional associations between parent and offspring psychopathology in 5,536 children and their parents. We asked three questions: (a) are parent-to-child associations stronger than child-to-parent associations? (b) are mother-to-child associations stronger than father-to-child associations? and (c) do within- and between-person effects contribute to bidirectional associations between parent and offspring psychopathology? Our findings suggest that only within-rater bidirectional associations of parent and offspring psychopathology can be consistently detected, with no difference between mothers and fathers. Child psychopathology was hardly associated with parental psychopathology. No evidence for cross-rater child-to-parent associations was found suggesting that the within-rater child-to-parent associations reflect shared method variance. Moreover, within-person change accounted for a part of the variance observed.


Subject(s)
Child Behavior/psychology , Child of Impaired Parents/psychology , Father-Child Relations , Mental Disorders/psychology , Mother-Child Relations , Adult , Child , Child Behavior/ethnology , Child Behavior Disorders/ethnology , Child Behavior Disorders/psychology , Child, Preschool , Father-Child Relations/ethnology , Fathers/psychology , Female , Humans , Male , Mental Disorders/ethnology , Mother-Child Relations/ethnology , Mothers/psychology , Parent-Child Relations/ethnology , Psychopathology
6.
Behav Genet ; 50(4): 203-212, 2020 07.
Article in English | MEDLINE | ID: mdl-31346826

ABSTRACT

Neurodevelopmental disorders such as attention deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) are highly heritable and influenced by many single nucleotide polymorphisms (SNPs). SNPs can be used to calculate individual polygenic risk scores (PRS) for a disorder. We aim to explore the association between the PRS for ADHD, ASD and for Schizophrenia (SCZ), and ADHD and ASD diagnoses in a clinical child and adolescent population. Based on the most recent genome wide association studies of ADHD, ASD and SCZ, PRS of each disorder were calculated for individuals of a clinical child and adolescent target sample (N = 688) and for adult controls (N = 943). We tested with logistic regression analyses for an association with (1) a single diagnosis of ADHD (N = 280), (2) a single diagnosis of ASD (N = 295), and (3) combining the two diagnoses, thus subjects with either ASD, ADHD or both (N = 688). Our results showed a significant association of the ADHD PRS with ADHD status (OR 1.6, P = 1.39 × 10-07) and with the combined ADHD/ASD status (OR 1.36, P = 1.211 × 10-05), but not with ASD status (OR 1.14, P = 1). No associations for the ASD and SCZ PRS were observed. In sum, the PRS of ADHD is significantly associated with the combined ADHD/ASD status. Yet, this association is primarily driven by ADHD status, suggesting disorder specific genetic effects of the ADHD PRS.


Subject(s)
Attention Deficit Disorder with Hyperactivity/genetics , Autism Spectrum Disorder/genetics , Multifactorial Inheritance/genetics , Adolescent , Adult , Child , Child, Preschool , Family , Female , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/methods , Humans , Infant , Male , Polymorphism, Single Nucleotide/genetics , Risk Factors , Schizophrenia/genetics
7.
Eur J Epidemiol ; 35(9): 795-805, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32968938

ABSTRACT

Although maternal use of hormones has been suspected of increasing the risk for childhood attention-deficit/hyperactivity disorder (ADHD), no study has examined hormonal contraception use in this context. We examined the association between maternal hormonal contraception use before or during pregnancy and ADHD risk in children. This nationwide population-based cohort study included 1,056,846 children born in Denmark between 1998 and 2014. Prescriptions for hormonal contraceptives redeemed by the mother was categorized as: no use, previous use (> 3 months before pregnancy), and recent use (≤ 3 months before or during pregnancy). Children were followed for ADHD, from birth until 31 December 2015. Cox proportional hazard models were used to estimate hazard ratios (HRs) with 95% confidence intervals (CIs). During 9,819,565 person-years of follow-up (median: 9.2), ADHD was diagnosed or a prescription for ADHD medication redeemed for 23,380 children (2.2%). The adjusted HR for ADHD was higher in children of mothers who had previously (HR 1.23; 95% CI 1.18-1.28) or recently (HR 1.30; 95% CI 1.24-1.37) used hormonal contraception than in those of mothers with no use. The highest estimates were seen for use of non-oral progestin products with HRs of 1.90 (95% CI 1.59-2.26) for previous use, 2.23 (95% CI 1.96-2.54) for recent use, and 3.10 (95% CI 1.62-5.91) for use during pregnancy. Maternal use of hormonal contraception was associated with an increased risk for ADHD in the offspring; more pronounced for non-oral progestin-only than other products.


Subject(s)
Attention Deficit Disorder with Hyperactivity/diagnosis , Hormonal Contraception/adverse effects , Maternal Exposure/adverse effects , Adult , Attention Deficit Disorder with Hyperactivity/epidemiology , Child , Child, Preschool , Cohort Studies , Denmark/epidemiology , Female , Humans , Male , Mothers , Pregnancy , Prenatal Exposure Delayed Effects/epidemiology , Proportional Hazards Models , Registries , Risk Assessment , Risk Factors
8.
Child Dev ; 91(2): 347-365, 2020 03.
Article in English | MEDLINE | ID: mdl-30376186

ABSTRACT

The evidence for negative influences of maternal stress during pregnancy on child cognition remains inconclusive. This study tested the association between maternal prenatal stress and child intelligence in 4,251 mother-child dyads from a multiethnic population-based cohort in the Netherlands. A latent factor of prenatal stress was constructed, and child IQ was tested at age 6 years. In Dutch and Caribbean participants, prenatal stress was not associated with child IQ after adjustment for maternal IQ and socioeconomic status. In other ethnicities no association was found; only in the Moroccan/Turkish group a small negative association between prenatal stress and child IQ was observed. These results suggest that prenatal stress does not predict child IQ, except in children from less acculturated minority groups.


Subject(s)
Acculturation , Intelligence/physiology , Prenatal Exposure Delayed Effects/physiopathology , Stress, Psychological/physiopathology , Adult , Child , Cohort Studies , Female , Humans , Male , Netherlands/ethnology , Pregnancy , Prenatal Exposure Delayed Effects/ethnology , Social Class , Stress, Psychological/ethnology
9.
J Clin Child Adolesc Psychol ; 49(1): 79-93, 2020.
Article in English | MEDLINE | ID: mdl-30657708

ABSTRACT

Parental separation is a major adverse childhood experience. Parental separation is generally preceded by conflict, which is itself a risk factor for child problem behavior. Whether parental separation independent of conflict has negative effects on child problem behavior is unclear. This study was embedded in Generation R, a population-based cohort followed from fetal life until age 9 years. Information on family conflict was obtained from 5,808 mothers and fathers. The 4-way decomposition method was used to apportion the effects of prenatal family conflict and parental separation on child problem behavior into 4 nonoverlapping components. Structural equation modeling was used to test bidirectional effects of child problem behavior and family conflict over time. Family conflict from pregnancy onward and parental separation each strongly predicted child problem behavior up to preadolescence according to maternal and paternal ratings. Using the 4-way decomposition method, we found evidence for a strong direct effect of prenatal family conflict on child problem behavior, for reference interaction, and for mediated interaction. The evidence for interaction implies that prenatal family conflict increased the children's vulnerability to the harmful effect of parental separation. There was no evidence of a pure indirect effect of parental separation on child problem behavior. Overall, results indicated that if parental separation occurs in families with low levels of conflict, parental separation does not predict more child problem behavior. Moreover, the bidirectional pattern suggested that child problem behavior influences the persistence of family conflict.


Subject(s)
Divorce/psychology , Family Conflict/psychology , Parents/psychology , Problem Behavior/psychology , Child , Child, Preschool , Cohort Studies , Female , Humans , Longitudinal Studies , Male
10.
J Res Adolesc ; 30(2): 487-501, 2020 06.
Article in English | MEDLINE | ID: mdl-31802571

ABSTRACT

The private nature of psychosexual functioning leads adolescents and their parents to have different perspectives, which highlights studying parent-child informant discrepancies in this domain. We investigated informant discrepancy in psychosexual functioning, using the self-report and parent report versions of the Teen Transition Inventory (TTI), of adolescents with autism spectrum disorder (ASD; 136 parent-child dyads) compared to adolescents from the general population (GP; 70 parent-child dyads). Significantly larger informant discrepancies exist in ASD dyads than GP dyads in most domains of psychosexual functioning, except for Body image, Sexual behavior, and Confidence in the future. It is important to use and pay attention to both informants, as discrepancies are relevant for both research and clinical practice regarding psychosexual functioning.


Subject(s)
Autism Spectrum Disorder/psychology , Sexual Behavior/psychology , Adolescent , Case-Control Studies , Disclosure , Female , Humans , Male , Parents/psychology , Surveys and Questionnaires
11.
J Nutr ; 149(5): 788-794, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30989177

ABSTRACT

BACKGROUND: Feeding practices have been implicated in childhood overweight, but the long-term effects of using food to comfort a distressed child remain unknown. OBJECTIVE: This study examined whether the use of food to soothe in infancy was associated with later body composition, and whether children's eating behaviors mediate this relation. METHODS: Participants were 3960 children of Generation R, a population-based birth cohort in the Netherlands. Parents reported on the use of food to soothe when infants were 6 mo old and on child eating behavior (food responsiveness, emotional eating) at ages 4 and 10 y. Body mass index (BMI), fat mass, and fat-free mass were measured at ages 6 and 10 y. Linear regression and mediation analyses were conducted, accounting for various potential confounding factors. RESULTS: The use of food to soothe when infants were 6 mo old predicted a higher BMI from age 6 y onwards, independently of infant weight, maternal BMI, and other confounders. Specifically, frequent use was associated with a BMI z score 0.13 higher at age 10 y (95% CI: 0.03, 0.22) as compared with never use. Children's emotional eating mediated this association (indirect effect B = 0.04; 95% CI: 0.02, 0.06). The feeding-body composition association was most evident for fat mass (P for trend = 0.014) and somewhat less for fat-free mass (P for trend = 0.079). CONCLUSIONS: The use of food to comfort a distressed infant was consistently associated with obesogenic eating behaviors and an unhealthy body composition throughout middle and late childhood. As our design precludes conclusions on causal associations, we recommend further studies with precise, repeated assessments of infant feeding practices. Such research can help ascertain the direction of effect, which is needed for establishing evidence-based guidelines for parents regarding the use of food to soothe early in life.


Subject(s)
Body Mass Index , Child Behavior/psychology , Emotions , Feeding Behavior , Parenting , Pediatric Obesity/etiology , Stress, Psychological , Adipose Tissue/metabolism , Body Composition , Body Fluid Compartments , Body Weight , Child , Child Development , Feeding Behavior/psychology , Female , Food , Humans , Infant , Male , Mothers , Netherlands , Prospective Studies , Stress, Psychological/prevention & control
12.
Psychol Med ; 49(6): 881-890, 2019 04.
Article in English | MEDLINE | ID: mdl-30444210

ABSTRACT

Experts have raised concerns that oxytocin for labor induction and augmentation may have detrimental effects on the neurodevelopment of children. To investigate whether there is the reason for concern, we reviewed and evaluated the available evidence by searching databases with no language or date restrictions up to 9 September 2018. We included English-language studies reporting results on the association between perinatal oxytocin exposure and any cognitive impairment, psychiatric symptoms or disorders in childhood. We assessed the quality of studies using the Newcastle-Ottawa Quality Assessment Scales. Independent risk estimates were pooled using random-effects meta-analyses when at least two independent datasets provided data on the same symptom or disorder. Otherwise, we provided narrative summaries. Two studies examined cognitive impairment, one examined problem behavior, three examined attention-deficit/hyperactivity disorder (ADHD) and seven focused on autism spectrum disorders (ASD). We provided narrative summaries of the studies on cognitive impairment. For ADHD, the pooled risk estimate was 1.17; 95% confidence interval (CI) 0.77-1.78, based on a pooled sample size of 5 47 278 offspring. For ASD, the pooled risk estimate was 1.10; 95% CI 1.04-1.17, based on 8 87 470 offspring. Conclusions that perinatal oxytocin increases the risks of neurodevelopmental problems are premature. Observational studies of low to high quality comprise the evidence-base, and confounding, especially by the genetic or environmental vulnerability, remains an issue. Current evidence is insufficient to justify modifying obstetric guidelines for the use of oxytocin, which state that it should only be used when clinically indicated.


Subject(s)
Neurodevelopmental Disorders/chemically induced , Oxytocics/adverse effects , Oxytocin/adverse effects , Child , Female , Humans , Infant, Newborn , Labor, Induced/adverse effects , Labor, Induced/methods , Pregnancy , Risk Assessment
13.
J Child Psychol Psychiatry ; 60(8): 857-865, 2019 08.
Article in English | MEDLINE | ID: mdl-30945287

ABSTRACT

BACKGROUND: Previous studies have shown that poor family environments are related to more sleep problems; however, little is known about how family irregularity in early life affects the development of sleep problems over childhood using objective sleep measures. The current study tests the hypothesis that early family irregularity contributes to the development of sleep problems. METHODS: This population-based study comprises 5,443 children from the Generation R Study. Family irregularity was measured with seven maternal-reported questions on family routines when children were 2 and 4 years old. Mothers reported on sleep problems at child age 3, 6, and 10 years, whereas children completed questionnaires on sleep problems at age 10. Additionally, we used tri-axial wrist accelerometers for five nights in 851 children (mean age 11.7 years) to assess sleep objectively. RESULTS: Family irregularity was associated with more mother- and child-reported sleep problems at ages 3, 6, and 10 years as well as with a shorter sleep duration and later objective sleep onset, but not with sleep efficiency or waking time. The association between family irregularity and multi-informant subjective sleep problems at age 10 years was mediated by mother-reported child psychopathology at age 6 years. CONCLUSIONS: Our findings show a long-term robust association of preschool family irregularity with more sleep problems during childhood as well as shorter sleep duration and later sleep onset as measured objectively with actigraphy. In part, these sleep problems were associated with family irregularity by way of child psychopathology. These findings suggest that interventions improving preschool family irregularity, which are targeted to reduce child psychopathology, may also impact the development of sleep problems beneficially.


Subject(s)
Child Rearing , Family , Sleep Wake Disorders/epidemiology , Actigraphy , Child , Child, Preschool , Female , Humans , Longitudinal Studies , Male
14.
Br J Nutr ; 122(s1): S1-S9, 2019 09.
Article in English | MEDLINE | ID: mdl-31638501

ABSTRACT

Previous studies have suggested that prenatal maternal folate deficiency is associated with reduced prenatal brain growth and psychological problems in offspring. However, little is known about the longer-term impact. The aims of this study were to investigate whether prenatal maternal folate insufficiency, high total homocysteine levels and low vitamin B12 levels are associated with altered brain morphology, cognitive and/or psychological problems in school-aged children. This study was embedded in Generation R, a prospective population-based cohort study. The study sample consisted of 256 Dutch children aged between 6 and 8 years from whom structural brain scans were collected using MRI. The mothers of sixty-two children had insufficient (<8 nmol/l) plasma folate concentrations in early pregnancy. Cognitive development was assessed by the Snijders-Oomen Niet-verbale intelligentietest - Revisie and the NEPSY-II-NL. Psychological problems were assessed at age 6 years using the parent report of the Child Behavior Checklist. Low prenatal folate levels were associated with a smaller total brain volume (B -33·34; 95 % CI -66·7, 0·02; P=050) and predicted poorer performance on the language (B -0·28; 95 % CI -0·52, -0·04; P=0·020) and visuo-spatial domains (B -0·27; 95 % CI -0·50, -0·04; P=0·021). High homocysteine levels (>9·1 µmol/l) predicted poorer performance on the language (B -0·31; 95 % CI -0·56, -0·06; P=0·014) and visuo-spatial domains (B -0·36; 95 % CI -0·60, -0·11; P=0·004). No associations with psychological problems were found. Our findings suggest that folate insufficiency in early pregnancy has a long-lasting, global effect on brain development and is, together with homocysteine levels, associated with poorer cognitive performance.


Subject(s)
Brain/growth & development , Cognition Disorders/epidemiology , Folic Acid Deficiency/complications , Homocysteine/blood , Pregnancy Complications/physiopathology , Vitamin B 12 Deficiency/complications , Brain/diagnostic imaging , Child , Child Behavior Disorders/epidemiology , Cohort Studies , Female , Folic Acid/blood , Humans , Language Development Disorders/epidemiology , Magnetic Resonance Imaging , Male , Netherlands/epidemiology , Pregnancy , Prenatal Exposure Delayed Effects/epidemiology , Prospective Studies , Vitamin B 12/blood
15.
Pharmacoepidemiol Drug Saf ; 28(4): 452-459, 2019 04.
Article in English | MEDLINE | ID: mdl-30838712

ABSTRACT

PURPOSE: Non-steroidal anti-inflammatory drugs (NSAIDs) are commonly used during pregnancy. Findings that prenatal NSAID exposure may affect offspring neurodevelopment have been inconsistent. We investigated the effect of prenatal NSAID exposure on childhood neurodevelopment and explored the susceptibility of our effect estimates to forms of bias via negative exposure, negative outcome, and multi-informant analyses. METHODS: In a cohort of pregnant women (n = 6876), perinatal NSAID use was assessed by prescriptions and self-report. Primary neurodevelopmental outcomes included attention problems using maternal reports at 1½, 3, and 5 years. To explore potential systematic biases, we compared estimates from maternally reported attention problems to a teacher's report and a measure of nonverbal intelligence assessed at a clinic visit at age 6 years; we also used NSAID use before pregnancy and somatic problems as a "negative" exposure and outcome, respectively. RESULTS: Maternal reports suggested that prenatal exposure to NSAIDs was associated with more attention problems at younger ages (eg, at age 3: mean difference in attention problems score: 0.30; 95% CI 0.12, 0.48). However, no strong association with attention problems was found in the teacher report, and a similarly strong association between prenatal NSAID exposure and somatic complaints suggests residual confounding by indication likely remains. Moreover, prenatal exposure to NSAIDs was not associated with an observed measure of IQ (mean difference in IQ score: -0.32; 95% CI: -1.82, 1.19). CONCLUSIONS: Jointly, our results suggest that the observed associations between prenatal exposure to NSAIDs and child attention problems reflect systematic biases of a null or small effect.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Child Development/drug effects , Neurodevelopmental Disorders/epidemiology , Pregnancy Complications/drug therapy , Prenatal Exposure Delayed Effects/epidemiology , Adult , Affective Symptoms/chemically induced , Affective Symptoms/epidemiology , Age Factors , Anti-Inflammatory Agents, Non-Steroidal/administration & dosage , Attention/drug effects , Child , Child, Preschool , Female , Follow-Up Studies , Humans , Infant , Infant, Newborn , Intelligence/drug effects , Intelligence Tests/statistics & numerical data , Male , Netherlands/epidemiology , Neurodevelopmental Disorders/chemically induced , Neurodevelopmental Disorders/diagnosis , Pregnancy , Prenatal Exposure Delayed Effects/chemically induced , Prenatal Exposure Delayed Effects/diagnosis , Prospective Studies , Young Adult
16.
Hum Brain Mapp ; 39(3): 1218-1231, 2018 03.
Article in English | MEDLINE | ID: mdl-29206318

ABSTRACT

Motion-related artifacts are one of the major challenges associated with pediatric neuroimaging. Recent studies have shown a relationship between visual quality ratings of T1 images and cortical reconstruction measures. Automated algorithms offer more precision in quantifying movement-related artifacts compared to visual inspection. Thus, the goal of this study was to test three different automated quality assessment algorithms for structural MRI scans. The three algorithms included a Fourier-, integral-, and a gradient-based approach which were run on raw T1 -weighted imaging data collected from four different scanners. The four cohorts included a total of 6,662 MRI scans from two waves of the Generation R Study, the NIH NHGRI Study, and the GUSTO Study. Using receiver operating characteristics with visually inspected quality ratings of the T1 images, the area under the curve (AUC) for the gradient algorithm, which performed better than either the integral or Fourier approaches, was 0.95, 0.88, and 0.82 for the Generation R, NHGRI, and GUSTO studies, respectively. For scans of poor initial quality, repeating the scan often resulted in a better quality second image. Finally, we found that even minor differences in automated quality measurements were associated with FreeSurfer derived measures of cortical thickness and surface area, even in scans that were rated as good quality. Our findings suggest that the inclusion of automated quality assessment measures can augment visual inspection and may find use as a covariate in analyses or to identify thresholds to exclude poor quality data.


Subject(s)
Artifacts , Magnetic Resonance Imaging , Pattern Recognition, Automated , Quality Assurance, Health Care/methods , Algorithms , Area Under Curve , Brain/anatomy & histology , Brain/diagnostic imaging , Brain/growth & development , Child , Child, Preschool , Cohort Studies , Female , Humans , Magnetic Resonance Imaging/methods , Male , Motion , Organ Size , Pattern Recognition, Automated/methods , ROC Curve
17.
Hum Brain Mapp ; 39(8): 3127-3142, 2018 08.
Article in English | MEDLINE | ID: mdl-29602272

ABSTRACT

Recent advances in neuroimaging techniques have provided significant insights into developmental trajectories of human brain function. Characterizations of typical neurodevelopment provide a framework for understanding altered neurodevelopment, including differences in brain function related to developmental disorders and psychopathology. Historically, most functional connectivity studies of typical and atypical development operate under the assumption that connectivity remains static over time. We hypothesized that relaxing stationarity assumptions would reveal novel features of both typical brain development related to children on the autism spectrum. We employed a "chronnectomic" (recurring, time-varying patterns of connectivity) approach to evaluate transient states of connectivity using resting-state functional MRI in a population-based sample of 774 6- to 10-year-old children. Dynamic connectivity was evaluated using a sliding-window approach, and revealed four transient states. Internetwork connectivity increased with age in modularized dynamic states, illustrating an important pattern of connectivity in the developing brain. Furthermore, we demonstrated that higher levels of autistic traits and ASD diagnosis were associated with longer dwell times in a globally disconnected state. These results provide a roadmap to the chronnectomic organization of the developing brain and suggest that characteristics of functional brain connectivity are related to children on the autism spectrum.


Subject(s)
Autism Spectrum Disorder/physiopathology , Autism Spectrum Disorder/psychology , Brain/growth & development , Brain/physiopathology , Autism Spectrum Disorder/diagnostic imaging , Brain/diagnostic imaging , Child , Connectome , Female , Humans , Magnetic Resonance Imaging , Male , Neural Pathways/diagnostic imaging , Neural Pathways/growth & development , Neural Pathways/physiopathology , Rest
18.
Epidemiology ; 29(5): 618-626, 2018 09.
Article in English | MEDLINE | ID: mdl-29923866

ABSTRACT

BACKGROUND: Exposure to air pollution during pregnancy may increase attention-deficit/hyperactivity disorder (ADHD) symptoms in children, but findings have been inconsistent. We aimed to study this association in a collaborative study of eight European population-based birth/child cohorts, including 29,127 mother-child pairs. METHODS: Air pollution concentrations (nitrogen dioxide [NO2] and particulate matter [PM]) were estimated at the birth address by land-use regression models based on monitoring campaigns performed between 2008 and 2011. We extrapolated concentrations back in time to exact pregnancy periods. Teachers or parents assessed ADHD symptoms at 3-10 years of age. We classified children as having ADHD symptoms within the borderline/clinical range and within the clinical range using validated cutoffs. We combined all adjusted area-specific effect estimates using random-effects meta-analysis and multiple imputations and applied inverse probability-weighting methods to correct for loss to follow-up. RESULTS: We classified a total of 2,801 children as having ADHD symptoms within the borderline/clinical range, and 1,590 within the clinical range. Exposure to air pollution during pregnancy was not associated with a higher odds of ADHD symptoms within the borderline/clinical range (e.g., adjusted odds ratio [OR] for ADHD symptoms of 0.95, 95% confidence interval [CI] = 0.89, 1.01 per 10 µg/m increase in NO2 and 0.98, 95% CI = 0.80, 1.19 per 5 µg/m increase in PM2.5). We observed similar associations for ADHD within the clinical range. CONCLUSIONS: There was no evidence for an increase in risk of ADHD symptoms with increasing prenatal air pollution levels in children aged 3-10 years. See video abstract at, http://links.lww.com/EDE/B379.


Subject(s)
Air Pollution/adverse effects , Attention Deficit Disorder with Hyperactivity/etiology , Inhalation Exposure/adverse effects , Prenatal Exposure Delayed Effects/epidemiology , Air Pollution/analysis , Attention Deficit Disorder with Hyperactivity/diagnosis , Attention Deficit Disorder with Hyperactivity/epidemiology , Child , Child, Preschool , Europe/epidemiology , Female , Humans , Inhalation Exposure/analysis , Nitrogen Dioxide/adverse effects , Nitrogen Dioxide/analysis , Particulate Matter/adverse effects , Particulate Matter/analysis , Pregnancy
19.
Pediatr Res ; 83(4): 760-766, 2018 04.
Article in English | MEDLINE | ID: mdl-29244799

ABSTRACT

BackgroundBrain development underlies maturation of sleep patterns throughout childhood. Intrauterine head growth-marker of early neurodevelopment-has not been associated with childhood sleep characteristics. We explored associations between ultrasonographic measures of prenatal and early postnatal neurodevelopment and childhood sleep.MethodsA total of 6,808 children from a population-based birth cohort (Generation R) were included. Head circumference (HC) and lateral ventricles size were assessed with mid- and late-pregnancy fetal ultrasounds, and with cranial ultrasound 3-20 weeks postnatally. Mothers reported children's sleep duration at 2 and 3 years, and sleep problems at 1.5, 3, and 6 years.ResultsLarger ventricular size, but not HC, was related to longer sleep duration at 3 years (ß=0.06 h, 95% confidence interval (CI): 0.02; 0.10 in late-pregnancy and ß=0.11 h, 95% CI: 0.02; 0.20 in early infancy, mid-pregnancy parameters were unrelated to sleep duration). Larger HC in mid-pregnancy was associated with a reduced risk for being a "problematic sleeper" up to the age of 6 years (odds ratio (OR): 0.94, 95% CI: 0.89; 0.99). Consistently, children with larger HC in early infancy were less likely to be "problematic sleepers" at 3 and 6 years.ConclusionsThis study shows that variations in fetal and neonatal brain size may underlie behavioral expression of sleep in childhood. Albeit small effect estimates, these associations provide evidence for neurodevelopmental origins of sleep.


Subject(s)
Brain/embryology , Brain/growth & development , Sleep Wake Disorders/diagnosis , Sleep , Anthropometry , Child , Child Development , Child, Preschool , Female , Fetal Development , Head/embryology , Head/growth & development , Humans , Infant , Infant, Newborn , Male , Odds Ratio , Pregnancy , Pregnancy Trimester, Second , Pregnancy Trimester, Third , Sleep Wake Disorders/complications , Ultrasonography , Ultrasonography, Prenatal
20.
J Child Psychol Psychiatry ; 59(3): 277-284, 2018 03.
Article in English | MEDLINE | ID: mdl-29076153

ABSTRACT

BACKGROUND: Although a bidirectional relationship between autism spectrum disorder (ASD) and anxiety symptoms is assumed, few studies have investigated this. Moreover, little is known about potential differential relationships of the two core symptom domains of ASD - social communication impairment and restricted, repetitive behavior - with anxiety over time. METHOD: Participants were 130 children with an ASD (M age 6.7 years, 81.5% boys) of whom 79 participated in a follow-up assessment 2 years later. We used cross-lagged models to test whether social communication impairment and restricted, repetitive behavior at T0 predicted anxiety at T2 and vice versa. RESULTS: Crossed-lagged models showed that anxiety symptoms predicted social communication impairment over time (ß = .22, p = .008), but not vice versa (ß = -.07, p = .49). There were no significant paths from anxiety symptoms to later restricted, repetitive behavior (ß = .11, p = .34) or vice versa (ß = -.11, p = .27). CONCLUSIONS: Our results do not support a bidirectional relationship between the ASD core symptom domains and anxiety, but suggest that higher levels of anxiety symptoms increase the risk of more social communication impairment over time in children with ASD. This underlines the importance of treating anxiety symptoms to improve both social and emotional functioning.


Subject(s)
Anxiety/physiopathology , Autism Spectrum Disorder/physiopathology , Communication Disorders/physiopathology , Interpersonal Relations , Child , Female , Humans , Male
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