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Cortical morphology in 6- to 10-year old children with autistic traits: a population-based neuroimaging study

Blanken, Laura M E; Mous, Sabine E; Ghassabian, Akhgar; Muetzel, Ryan L; Schoemaker, Nikita K; El Marroun, Hanan; van der Lugt, Aad; Jaddoe, Vincent W V; Hofman, Albert; Verhulst, Frank C; Tiemeier, Henning; White, Tonya
OBJECTIVE: Recent evidence suggests that symptoms of social impairment in autism spectrum disorder (ASD) form a spectrum that extends into the general population. However, it is unclear whether the neuroanatomy of ASD also shows a similar continuum in the general population. Therefore, the goal of the present study was to investigate the relationship between cortical morphology and autistic traits along a continuum in a large population-based sample of young children. METHOD: The study included 717 children, aged 6-10 years, who are participants in the Generation R Study, a large population-based cohort. Autistic traits were measured using the Social Responsiveness Scale when the children were approximately 6 years old. High-resolution MRI was obtained, and morphological measures of the cortex, including cortical thickness and gyrification, were quantified brain-wide. RESULTS: Children with more autistic traits showed widespread areas of decreased gyrification. After excluding children with the highest autistic traits and confirmed ASD, the association remained present in a large cluster involving the left hemisphere temporal and precuneus regions. Comparable, but nonsignificant, effects when comparing a small sample of confirmed ASD case subjects with age- and gender-matched control subjects were observed. CONCLUSIONS: Differences in cortical morphology related to autistic traits along a continuum in a large population-based sample of school-aged children were found. Part of these differences remained after excluding the most severely affected children. These findings lend support to an extension of the neurobiology of autistic traits to the general population.
PMID: 25585034
ISSN: 1535-7228
CID: 2117902

Maternal prepregnancy obesity and achievement of infant motor developmental milestones in the upstate KIDS study

Wylie, Amanda; Sundaram, Rajeshwari; Kus, Christopher; Ghassabian, Akhgar; Yeung, Edwina H
OBJECTIVE: Maternal prepregnancy obesity is associated with several poor infant health outcomes; however, studies that investigated motor development have been inconsistent. Thus, maternal prepregnancy weight status and infants' gross motor development were examined. METHODS: Participants consisted of 4,901 mother-infant pairs from the Upstate KIDS study, a longitudinal cohort in New York. Mothers indicated dates when infants achieved each of six gross motor milestones when infants were 4, 8, 12, 18, and 24 months old. Failure time modeling under a Weibull distribution was utilized to compare time to achievement across three levels of maternal prepregnancy BMI. Hazard ratios (HR) below one indicate a lower "risk" of achieving the milestone and translate to later achievement. RESULTS: Compared to infants born to thin and normal-weight mothers (BMI < 25), infants born to mothers with obesity (BMI > 30) were slower to sit without support (HR = 0.91, P = 0.03) and crawl on hands and knees (HR = 0.86, P < 0.001), after adjusting for maternal and birth characteristics. Increased gestational age was associated with faster achievement of all milestones, but additional adjustment did not impact results. CONCLUSIONS: Maternal prepregnancy obesity was associated with a slightly longer time for infant to sit and crawl, potentially due to a compromised intrauterine environment or reduced physically active play.
PMCID:4380825
PMID: 25755075
ISSN: 1930-739X
CID: 2369342

Are boys more sensitive to sensitivity? Parenting and executive function in preschoolers

Mileva-Seitz, Viara R; Ghassabian, Akhgar; Bakermans-Kranenburg, Marian J; van den Brink, Jessica D; Linting, Marielle; Jaddoe, Vincent W V; Hofman, Albert; Verhulst, Frank C; Tiemeier, Henning; van IJzendoorn, Marinus H
During early childhood, girls outperform boys on key dimensions of cognitive functions, including inhibitory control, sustained attention, and working memory. The role of parenting in these sex differences is unknown despite evidence that boys are more sensitive to the effects of the early environment. In this study, we measured parental sensitivity at 14 and 36 months of age, and children's cognitive and executive functions (sustained attention, inhibitory control, and forward/backward memory) at 52 months of age, in a longitudinal cohort (N=752). Boys scored significantly lower than girls on inhibitory control (more Go/NoGo "commission errors") and short-term memory (forward color recall task), but boys did not differ from girls on attention (Go/NoGo "omission errors") or working memory (backward color recall task). In stratified analyses, parental sensitivity at 36 months of age was negatively associated with number of errors of commission (p=.05) and omission (p=.02) in boys, whereas child's age was the only significant predictor of commission and omission errors in girls. A combined analysis of both sexes confirmed an interaction between sex and parenting for omission errors (p=.03). The results indicate that sex differences in cognitive functions are evident in preschoolers, although not across all dimensions we assessed. Boys appear to be more vulnerable to early parenting effects, but only in association with omission errors (attention) and not with the other cognitive function dimensions.
PMID: 25462041
ISSN: 1096-0457
CID: 2117912

Air pollution during pregnancy and childhood cognitive and psychomotor development: six European birth cohorts

Guxens, Monica; Garcia-Esteban, Raquel; Giorgis-Allemand, Lise; Forns, Joan; Badaloni, Chiara; Ballester, Ferran; Beelen, Rob; Cesaroni, Giulia; Chatzi, Leda; de Agostini, Maria; de Nazelle, Audrey; Eeftens, Marloes; Fernandez, Mariana F; Fernandez-Somoano, Ana; Forastiere, Francesco; Gehring, Ulrike; Ghassabian, Akhgar; Heude, Barbara; Jaddoe, Vincent W V; Klumper, Claudia; Kogevinas, Manolis; Kramer, Ursula; Larroque, Beatrice; Lertxundi, Aitana; Lertxuni, Nerea; Murcia, Mario; Navel, Vladislav; Nieuwenhuijsen, Mark; Porta, Daniela; Ramos, Rosa; Roumeliotaki, Theano; Slama, Remy; Sorensen, Mette; Stephanou, Euripides G; Sugiri, Dorothea; Tardon, Adonina; Tiemeier, Henning; Tiesler, Carla M T; Verhulst, Frank C; Vrijkotte, Tanja; Wilhelm, Michael; Brunekreef, Bert; Pershagen, Goran; Sunyer, Jordi
BACKGROUND: Accumulating evidence from laboratory animal and human studies suggests that air pollution exposure during pregnancy affects cognitive and psychomotor development in childhood. METHODS: We analyzed data from 6 European population-based birth cohorts-GENERATION R (The Netherlands), DUISBURG (Germany), EDEN (France), GASPII (Italy), RHEA (Greece), and INMA (Spain)-that recruited mother-infant pairs from 1997 to 2008. Air pollution levels-nitrogen oxides (NO2, NOx) in all regions and particulate matter (PM) with diameters of <2.5, <10, and 2.5-10 mum (PM2.5, PM10, and PMcoarse, respectively) and PM2.5 absorbance in a subgroup-at birth addresses were estimated by land-use regression models, based on monitoring campaigns performed primarily between 2008 and 2011. Levels were back-extrapolated to exact pregnancy periods using background monitoring sites. Cognitive and psychomotor development was assessed between 1 and 6 years of age. Adjusted region-specific effect estimates were combined using random-effects meta-analysis. RESULTS: A total of 9482 children were included. Air pollution exposure during pregnancy, particularly NO2, was associated with reduced psychomotor development (global psychomotor development score decreased by 0.68 points [95% confidence interval = -1.25 to -0.11] per increase of 10 mug/m in NO2). Similar trends were observed in most regions. No associations were found between any air pollutant and cognitive development. CONCLUSIONS: Air pollution exposure during pregnancy, particularly NO2 (for which motorized traffic is a major source), was associated with delayed psychomotor development during childhood. Due to the widespread nature of air pollution exposure, the public health impact of the small changes observed at an individual level could be considerable.
PMID: 25036432
ISSN: 1531-5487
CID: 2117932

From positive emotionality to internalizing problems: the role of executive functioning in preschoolers

Ghassabian, Akhgar; Szekely, Eszter; Herba, Catherine M; Jaddoe, Vincent W; Hofman, Albert; Oldehinkel, Albertine J; Verhulst, Frank C; Tiemeier, Henning
Temperament and psychopathology are intimately related; however, research on the prospective associations between positive emotionality, defined as a child's positive mood states and high engagement with the environment, and psychopathology is inconclusive. We examined the longitudinal relation between positive emotionality and internalizing problems in young children from the general population. Furthermore, we explored whether executive functioning mediates any observed association. Within a population-based Dutch birth cohort, we observed positive emotionality in 802 children using the laboratory temperament assessment battery at age 3 years. Child behavior checklist (CBCL) internalizing problems (consisting of Emotionally Reactive, Anxious/Depressed, and Withdrawn scales) were assessed at age 6 years. Parents rated their children's executive functioning at ages 4 years. Children with a lower positive emotionality at age 3 had a higher risk of withdrawn problems at age 6 years (OR = 1.20 per SD decrease in positive emotionality score, 95 % CI: 1.01, 1.42). This effect was not explained by preexisting internalizing problems. This association was partly mediated by more problems in the shifting domain of executive functioning (p < 0.001). We did not find any relation between positive emotionality and the CBCL emotionally reactive or anxious/depressed scales. Although the effect sizes were moderate, our results suggest that low levels of positive emotionality at preschool age can result in children's inflexibility and rigidity later in life. The inflexibility and rigidity are likely to affect the child's drive to engage with the environment, and thereby lead to withdrawn problems. Further research is needed to replicate these findings.
PMID: 24728546
ISSN: 1435-165x
CID: 2117952

Executive functioning and non-verbal intelligence as predictors of bullying in early elementary school

Verlinden, Marina; Veenstra, Rene; Ghassabian, Akhgar; Jansen, Pauline W; Hofman, Albert; Jaddoe, Vincent W V; Verhulst, Frank C; Tiemeier, Henning
Executive function and intelligence are negatively associated with aggression, yet the role of executive function has rarely been examined in the context of school bullying. We studied whether different domains of executive function and non-verbal intelligence are associated with bullying involvement in early elementary school. The association was examined in a population-based sample of 1,377 children. At age 4 years we assessed problems in inhibition, shifting, emotional control, working memory and planning/organization, using a validated parental questionnaire (the BRIEF-P). Additionally, we determined child non-verbal IQ at age 6 years. Bullying involvement as a bully, victim or a bully-victim in grades 1-2 of elementary school (mean age 7.7 years) was measured using a peer-nomination procedure. Individual bullying scores were based on the ratings by multiple peers (on average 20 classmates). Analyses were adjusted for various child and maternal socio-demographic and psychosocial covariates. Child score for inhibition problems was associated with the risk of being a bully (OR per SD = 1.35, 95%CI: 1.09-1.66), victim (OR per SD = 1.21, 95%CI: 1.00-1.45) and a bully-victim (OR per SD = 1.55, 95%CI: 1.10-2.17). Children with higher non-verbal IQ were less likely to be victims (OR = 0.99, 95%CI: 0.98-1.00) and bully-victims (OR = 95%CI: 0.93-0.98, respectively). In conclusion, our study showed that peer interactions may be to some extent influenced by children's executive function and non-verbal intelligence. Future studies should examine whether training executive function skills can reduce bullying involvement and improve the quality of peer relationships.
PMID: 24337736
ISSN: 1573-2835
CID: 2117992

Downstream effects of maternal hypothyroxinemia in early pregnancy: nonverbal IQ and brain morphology in school-age children

Ghassabian, Akhgar; El Marroun, Hanan; Peeters, Robin P; Jaddoe, Vincent W; Hofman, Albert; Verhulst, Frank C; Tiemeier, Henning; White, Tonya
CONTEXT: Although maternal hypothyroxinemia is suggested to be related to various adverse consequences in a child's neurodevelopment, the underlying neurobiology is largely unknown. OBJECTIVE: The objective of the study was to examine the relationship between maternal hypothyroxinemia in early pregnancy and children's nonverbal intelligence quotient (IQ). Furthermore, we explored whether global brain volumes, cortical thickness, and brain surface area differed between children exposed prenatally to hypothyroxinemia and healthy controls. DESIGN AND SETTING: The study included a large population-based prospective birth cohort in The Netherlands. PARTICIPANTS: A total of 3727 mother-child pairs with data on prenatal thyroid function at less than 18 weeks of gestation and nonverbal IQ at 6 years participated in the study. In 652 children, brain imaging was performed at 8 years of age. MAIN MEASURES: Maternal hypothyroxinemia was defined as free T4 in the lowest 5% of the sample, whereas TSH was in the normal range. At 6 years, children's IQ was assessed using a Dutch test battery. Global brain volumetric measures, cortical thickness, and surface area were assessed using high-resolution structural magnetic resonance imaging. RESULTS: The children of mothers with hypothyroxinemia in early pregnancy scored 4.3 points IQ lower than the children of mothers with normal thyroid status (95% confidence interval -6.68, -1.81; P = .001). After adjustment for multiple testing, we did not find any differences in brain volumetric measures, cortical thickness, and surface area between children exposed prenatally to hypothyroxinemia and controls. CONCLUSIONS: Our findings confirm a large adverse effect of maternal hypothyroxinemia on children's nonverbal IQ at school age. However, we found no evidence that maternal hypothyroxinemia is associated with differences in brain morphology in school-age children.
PMID: 24684462
ISSN: 1945-7197
CID: 2117962

Maternal urinary iodine concentration in pregnancy and children's cognition: results from a population-based birth cohort in an iodine-sufficient area

Ghassabian, Akhgar; Steenweg-de Graaff, Jolien; Peeters, Robin P; Ross, H Alec; Jaddoe, Vincent W; Hofman, Albert; Verhulst, Frank C; White, Tonya; Tiemeier, Henning
OBJECTIVE: Reports from populations with an insufficient iodine intake suggest that children of mothers with mild iodine deficiency during pregnancy are at risk for cognitive impairments. However, it is unknown whether, even in iodine-sufficient areas, low levels of iodine intake occur that influence cognitive development in the offspring. This study investigated the association between maternal low urinary iodine concentration (UIC) in pregnancy and children's cognition in a population-based sample from a country with an optimal iodine status (the Netherlands). SETTING AND PARTICIPANTS: In 1525 mother-child pairs in a Dutch multiethnic birth cohort, we investigated the relation between maternal UIC<150 mug/g creatinine, assessed <18 weeks gestation and children's cognition. OUTCOMES MEASURES: Non-verbal IQ and language comprehension were assessed during a visit to the research centre using Dutch test batteries when the children were 6 years. RESULTS: In total, 188 (12.3%) pregnant women had UIC<150 mug/g creatinine, with a median UIC equal to 119.3 mug/g creatinine. The median UIC in the group with UIC>150 mug/g creatinine was 322.9 mug/g and in the whole sample 296.5 mug/g creatinine. There was a univariate association between maternal low UIC and children's suboptimum non-verbal IQ (unadjusted OR=1.44, 95% CI 1.02 to 2.02). However, after adjustment for confounders, maternal low UIC was not associated with children's non-verbal IQ (adjusted OR=1.33, 95% CI 0.92 to 1.93). There was no relation between maternal UIC in early pregnancy and children's language comprehension at 6 years. CONCLUSIONS: The lack of a clear association between maternal low UIC and children's cognition probably reflects that low levels of iodine were not frequent and severe enough to affect neurodevelopment. This may result from the Dutch iodine fortification policy, which allows iodised salt to be added to almost all processed food and emphasises the monitoring of iodine intake in the population.
PMCID:4067856
PMID: 24928597
ISSN: 2044-6055
CID: 2117942

Women with high early pregnancy urinary iodine levels have an increased risk of hyperthyroid newborns: the population-based Generation R Study

Medici, Marco; Ghassabian, Akhgar; Visser, Willy; de Muinck Keizer-Schrama, Sabine M P F; Jaddoe, Vincent W V; Visser, W Edward; Hooijkaas, Herbert; Hofman, Albert; Steegers, Eric A P; Bongers-Schokking, Jacoba J; Ross, H Alec; Tiemeier, Henning; Visser, Theo J; de Rijke, Yolanda B; Peeters, Robin P
OBJECTIVE: Iodine deficiency during pregnancy results in thyroid dysfunction and has been associated with adverse obstetric and foetal effects, leading to worldwide salt iodization programmes. As nowadays 69% of the world's population lives in iodine-sufficient regions, we investigated the effects of variation in iodine status on maternal and foetal thyroid (dys)function in an iodine-sufficient population. DESIGN, PARTICIPANTS AND MEASUREMENTS: Urinary iodine, serum TSH, free T4 (FT4) and TPO-antibody levels were determined in early pregnancy (13.3 (1.9) week; mean (SD)) in 1098 women from the population-based Generation R Study. Newborn cord serum TSH and FT4 levels were determined at birth. RESULTS: The median urinary iodine level was 222.5 mug/l, indicating an iodine-sufficient population. 30.8% and 11.5% had urinary iodine levels <150 and >500 mug/l, respectively. When comparing mothers with urinary iodine levels <150 vs >/=150 mug/l, and >500 vs 500 mug/l had a higher risk of a newborn with decreased cord TSH levels (5.6 +/- 1.4 (mean +/- SE) vs 2.1 +/- 0.5%, P = 0.04), as well as a higher risk of a hyperthyroid newborn (3.1 +/- 0.9 vs 0.6 +/- 0.3%, P = 0.02). These mothers had newborns with higher cord FT4 levels (21.7 +/- 0.3 vs 21.0 +/- 0.1 pm, P = 0.04). Maternal urinary iodine levels <150 mug/l were not associated with newborn thyroid dysfunction. CONCLUSIONS: In an iodine-sufficient population, higher maternal urinary iodine levels are associated with an increased risk of a hyperthyroid newborn.
PMID: 23992400
ISSN: 1365-2265
CID: 2118022

Impact of mild thyroid hormone deficiency in pregnancy on cognitive function in children: lessons from the Generation R Study

Ghassabian, Akhgar; Henrichs, Jens; Tiemeier, Henning
Animal models and epidemiological studies suggest that mild maternal thyroid hormone deficiency in early gestation has adverse consequences on the cognitive abilities of the children. However, methodological problems, lack of a consistent definition for mild thyroid hormone deficiency, and short follow-up of the children reduce the confidence in the conclusion of existing studies. In this review, we summarize the main findings of a series of studies performed in Generation R, a population-based birth cohort in Rotterdam, the Netherlands. In this iodine sufficient region, we aimed to investigate the relation between mild maternal thyroid hormone deficiency in early gestation and children's verbal and nonverbal cognitive function and executive function. We discuss the main findings of these studies, present recommendations for clinicians and formulate suggestions for future research.
PMID: 24629863
ISSN: 1878-1594
CID: 2117982