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Background: Air pollution exposure during fetal life has been related to impaired child neurodevelopment, but it is unclear if brain structural alterations underlie this association. The authors assessed whether air pollution exposure during fetal life alters brain morphology and whether these alterations mediate the association between air pollution exposure during fetal life and cognitive function in school-age children. Methods: We used data from a population-based birth cohort set up in Rotterdam, The Netherlands (2002–2006). Residential levels of air pollution during the entire fetal period were calculated using land-use regression models. Structural neuroimaging and cognitive function were performed at 6 to 10 years of age (n = 783). Models were adjusted for several socioeconomic and lifestyle characteristics. Results: Mean fine particle levels were 20.2 μg/m3 (range, 16.8–28.1 μg/m3). Children exposed to higher particulate matter levels during fetal life had thinner cortex in several brain regions of both hemispheres (e.g., cerebral cortex of the precuneus region in the right hemisphere was 0.045 mm thinner (95% confidence interval, 0.028–0.062) for each 5-μg/m3 increase in fine particles). The reduced cerebral cortex in precuneus and rostral middle frontal regions partially mediated the association between exposure to fine particles and impaired inhibitory control. Air pollution exposure was not associated with global brain volumes. Conclusions: Exposure to fine particles during fetal life was related to child brain structural alterations of the cerebral cortex, and these alterations partially mediated the association between exposure to fine particles during fetal life and impaired child inhibitory control. Such cognitive impairment at early ages could have significant long-term consequences. ; This work was supported by European Community Seventh Framework Program Grant Nos. GA#211250 (to BB) and GA#243406 (BB; principal investigator, Ranjeet S. Sokhi) for air pollution exposure assessment; The Netherlands Organization for Health Research and Development (Geestkracht Program Grant No. 10.000.1003 (to HT) and Grant No. TOP 40-00812-98-11021 [to TW]); the Health Effects Institute, an organization jointly funded by the U.S. Environmental Protection Agency (Assistance Award Grant No. R-82811201), and certain motor vehicle and engine manufacturers (to MG); The Netherlands Organization for Health Research and Development Grant Nos. VIDI 016.136.361 (to VWVJ) and The Netherlands Organization for Scientific Research Grant No. 016.VICI.170.200 (to HT); European Research Council Grant No. ERC-2014-CoG-64916 (to VWVJ); European Union Horizon 2020 research and innovation program Grant Nos. 633595 (DynaHEALTH) (to HT) and 733206 (LifeCycle) (to VWVJ); a personal fellowship (EUR Fellow 2014) from the Erasmus University Rotterdam (to HEM); and Miguel Servet fellowship Grant Nos. MS13/00054 and CP13/00054 (to MG) awarded by the Spanish Institute of Health Carlos III (Ministry of Economy and Competitiveness).

BACKGROUND: Prenatal and postnatal exposure to air pollution has been linked to cognitive impairment in children, but very few studies have assessed its association with attentional function. OBJECTIVES: To evaluate the association between prenatal and postnatal exposure to nitrogen dioxide (NO2) and attentional function in children at 4-5years of age. METHODS: We used data from four regions of the Spanish INMA-Environment and Childhood-Project, a population-based birth cohort. Using land-use regression models (LUR), we estimated prenatal and postnatal NO2 levels in all of these regions at the participants' residential addresses. We assessed attentional function using the Kiddie-Conners Continuous Performance Test (K-CPT). We combined the region-specific adjusted effect estimates using random-effects meta-analysis. RESULTS: We included 1298 children with complete data. Prenatal exposure to NO2 was associated with an impaired standard error of the hit reaction time (HRT(SE)) (increase of 1.12ms [95% CI; 0.22 a 2.02] per 10μg/m3 increase in prenatal NO2) and increased omission errors (6% [95% CI; 1.01 to 1.11] per 10μg/m3 increase in prenatal NO2). Postnatal exposure to NO2 resulted in a similar but borderline significant increase of omission errors (5% [95% CI; =0.99 to 1.11] per 10μg/m3 increase in postnatal NO2). These associations did not vary markedly between regions, and were mainly observed in girls. Commission errors and lower detectability were associated with prenatal and postnatal exposure to NO2 only in some regions. CONCLUSIONS: This study indicates that higher exposure to ambient NO2, mainly during pregnancy and to a lesser extent postnatally, is associated with impaired attentional function in children at 4-5years of age. ; This study was funded by grants from the Instituto de Salud Carlos III (Red INMA G03/176; CB06/02/0041 and PI031615; PI041931; PI041112; PI041436; PI041509; PI042018; PI051079; PI051052; PI060867; PI061213; PI070314; CP1100178; PI081151 incl. FEDER funds; PS0900090 incl. FEDER funds; PI0902311 incl. FEDER funds; PI0902647 incl. FEDER funds; PI1102591 incl. FEDER funds; PI1102038 incl. FEDER funds; PI131944 incl. FEDER funds; PI132032 incl. FEDER funds; PI1302429 incl. FEDER funds; PI1302187 incl. FEDER funds; PI140891 incl. FEDER funds; PI141687 incl. FEDER funds and MS13/00054), Generalitat de Catalunya-CIRIT 1999SGR 00241, Fundació La marató de TV3 (090430), Department of Health of the Basque Government (2005111093, 2009111069 and 2013111089), the Provincial Government of Gipuzkoa (DFG06/002 and DFG08/001), Convenios anuales con los ayuntamientos de la zona del estudio (Zumarraga, Urretxu, Legazpi, Azkoitia y Azpeitia y Beasain), from UE (FP7-ENV-2011 cod 282957 and HEALTH.2010.2.4.5-1), from the European Research Council under the ERC Grant Agreement number ERC-AdG 2010 GA#268479 – the BREATHE project, from the Conselleria de Sanitat of Generalitat Valenciana (AP212/11, 002/008, 012/009, 013/2009, 014/009, 015/008, 016/009, 021/007, 021/008, 023/008 and 024/007) and from Obra Social Cajastur/Fundación Liberbank and Universidad de Oviedo. ISGlobal is a member of the CERCA Programme, Generalitat de Catalunya

Background: Air pollution has been related to brain structural alterations, but a relationship with white matter microstructure is unclear. Objectives: We assessed whether pregnancy and childhood exposures to air pollution are related to white matter microstructure in preadolescents. Methods: We used data of 2,954 children from the Generation R Study, a population-based birth cohort from Rotterdam, Netherlands (2002-2006). Concentrations of 17 air pollutants including nitrogen oxides (NOX), particulate matter (PM), and components of PM were estimated at participants' homes during pregnancy and childhood using land-use regression models. Diffusion tensor images were obtained at child's 9-12 years of age, and fractional anisotropy (FA) and mean diffusivity (MD) were computed. We performed linear regressions adjusting for socioeconomic and lifestyle characteristics. Single-pollutant analyses were followed by multipollutant analyses using the Deletion/Substitution/Addition (DSA) algorithm. Results: In the single-pollutant analyses, higher concentrations of several air pollutants during pregnancy or childhood were associated with significantly lower FA or higher MD (p<0.05). In multipollutant models of pregnancy exposures selected by DSA, higher concentration of fine particles was associated with significantly lower FA [−0.71 (95% CI: −1.26, −0.16) per 5μg/m3 fine particles] and higher concentration of elemental silicon with significantly higher MD [0.06 (95% CI: 0.01, 0.11) per 100ng/m3 silicon]. Multipollutant models of childhood exposures selected by DSA indicated significant associations of NOX with FA [−0.14 (95% CI: −0.23, −0.04) per 20-μg/m3 NOX increase], and of elemental zinc and the oxidative potential of PM with MD [0.03 (95% CI: 0.01, 0.04) per 10-ng/m3 zinc increase and 0.07 (95% CI: 0.00, 0.44) per 1-nmolDTT/min/m3 oxidative potential increase]. Mutually adjusted models of significant exposures during pregnancy and childhood indicated significant associations of silicon during pregnancy, and zinc during childhood, with MD. Discussion: Exposure in pregnancy and childhood to air pollutants from tailpipe and non-tailpipe emissions were associated with lower FA and higher MD in white matter of preadolescents. https://doi.org/10.1289/EHP4709. ; The general design of the Generation R Study is made possible by financial support from the Erasmus Medical Center, Rotterdam; the Erasmus University Rotterdam; Netherlands Organization for Health Research and Development (ZonMw); the Netherlands Organization for Scientific Research (NWO); and the Ministry of Health, Welfare and Sport. Air pollution exposure assessment was made possible by funding from the European Community's Seventh Framework Program (Grant Agreement no. 211250, Grant Agreement no. 243406). In addition, the study was made possible by financial support from the ZonMw (Geestkracht Program 10.000.1003 and TOP 40-00812-98-11021). Neuroimaging was supported by the ZonMw TOP project no. 91211021 to T.W., Sophia Foundation Project S18-20 to R.L.M., and super computing computations for imaging processing were supported by the NWO Physical Sciences Division (Exacte Wetenschappen) and SURFsara (Cartesius compute cluster, https://www.surf.nl). Research described in this article was also conducted under contract to the HEI, an organization jointly funded by the U.S. EPA (Assistance Award No. R-82811201) and certain motor vehicle and engine manufacturers. The contents of this article do not necessarily reflect the views of HEI, or its sponsors, nor do they necessarily reflect the views and policies of the U.S. EPA or motor vehicle and engine manufacturers. V.W.V.J. and H.T. received funding from the ZonMw (VIDI 016.136.361 and NWO-grant 016.VICI.170.200, respectively), the European Research Council (ERC-2014-CoG-64916), and the European Union's Horizon 2020 research and innovation program under grant agreement no. 633595 (DynaHEALTH) and no. 733206 (LifeCycle). H.E.M. was supported by Stichting Volksbond Rotterdam and the Dutch Brain Foundation (De Hersenstichting, project number GH2016.2.01), and by the 2019 NARSAD Young Investigator Grant from the Brain and Behavior Research Foundation. M.G. is funded by a Miguel Servet fellowship (MS13/00054, CP13/00054, CI18/00018) awarded by the Spanish Institute of Health Carlos III. W.D. is funded in part by the Research Council of Norway (RCN) (grant 249779) and through the RCN Centers of Excellence funding scheme (grant 262700).

Objectives: We investigated the association between outdoor air pollutants exposure in the first trimester of pregnancy, and growth and cardio-metabolic risk at four years of age, and evaluated the mediating role of birth weight. Methods: We included mother-child pairs (N = 1,724) from the Spanish INMA birth cohort established in 2003–2008. First trimester of pregnancy nitrogen dioxide (NO2) and fine particles (PM2.5) exposure levels were estimated. Height, weight, waist circumference, blood pressure, and lipids were measured at four years of age. Body mass index (BMI) trajectories from birth to four years were identified. Results: Increased PM2.5 exposure in the first trimester of pregnancy was associated with decreased z-scores of weight (zWeight) and BMI (zBMI) (zWeight change per interquartile range increase in PM2.5 exposure = −0.12; 95% CI: −0.23, −0.01; zBMI change = −0.12; 95% CI: −0.23, −0.01). Higher NO2 and PM2.5 exposure was associated to a reduced risk of being in a trajectory with accelerated BMI gain, compared to children with the average trajectory. Birth weight partially mediated the association between PM2.5 and zWeight and zBMI. PM2.5 and NO2 were not associated with the other cardio-metabolic risk factors. Conclusions: This comprehensive study of many growth and cardio-metabolic risk related outcomes suggests that air pollution exposure during pregnancy may be associated with delays in physical growth in the early years after birth. These findings imply that pregnancy exposure to air pollutants has a lasting effect on growth after birth and require follow-up at later child ages. ; This study was funded by grants from the Eulji University (grant numbers ESCAPE project FP7-ENV-2007-1-211250, DENAMIC project FP7-ENV-2011-282957, HELIX project FP7-ENV-2012-308333, and MEDALL project HEALTH.2010.2.4.5-1), from the Spanish Instituto de Salud Carlos III (grant numbers Red INMA G03/176; CB06/02/0041; PI03/1615 incl. FEDER funds, PI04/1112 incl. FEDER funds, PI041436, PI04/1509 incl. FEDER funds, PI04/1931 incl. FEDER funds, PI042018 incl. FEDER funds, PI05/1079 incl. FEDER funds, PI05/1052 incl. FEDER funds, FIS-PI06/0867, PI06/1213 incl. FEDER funds, PI07/0314 incl. FEDER funds, PI081151 incl. FEDER funds, FIS-PI09/00090, PI09/02311 incl. FEDER funds, PI09/02647 incl. FEDER funds, PI11/01007 incl. FEDER funds, PI11/02591 incl. FEDER funds, PI11/02038 incl. FEDER funds, PI13/1944 incl. FEDER funds, PI13/2032 incl. FEDER funds, PI13/02429 incl. FEDER funds, PI14/00891 incl. FEDER funds, PI14/01687 incl. FEDER funds, PI15/00118 incl. FEDER funds, PI16/1288 incl. FEDER funds, and PI17/00663 incl. FEDER funds, PI18/00547 incl. FEDER funds, PI18/00909 incl. FEDER funds; CP11/00178 , CP15/00025, and CPII16/00051; MS13/00054 incl. FEDER funds), CIBERESP, Department of Health of the Basque Government (grant numbers 2005111093, 2013111089), Generalitat de Catalunya-CIRIT (grant numbers 1999SGR 00241), Generalitat Valenciana: FISABIO (grant numbers UGP 15-230, UGP-15-244, and UGP-15-249), Provincial Government of Gipuzkoa (grant number DFG06/002), Alicia Koplowitz Foundation 2017, Fundació La marató de TV3 (grant number 090430), Obra Social Cajastur/Fundación Liberbank, Universidad de Oviedo, and annual agreements with the municipalities of the study area of the Gipuzkoa sub-cohort (Zumarraga, Urretxu , Legazpi, Azkoitia, Azpeitia and Beasain). ISGlobal is a member of the Agency for the Research Centres of Catalonia (CERCA) Programme, Generalitat de Catalunya.

BACKGROUND: Air pollution exposure during pregnancy has been associated with impaired fetal growth. However, few studies have measured fetal biometry longitudinally, remaining unclear as to whether there are windows of special vulnerability. OBJECTIVE: The aim was to investigate the impact of nitrogen dioxide (NO2) exposure on fetal and neonatal biometry in the Spanish INMA study. METHODS: Biparietal diameter (BPD), femur length (FL), abdominal circumference (AC), and estimated fetal weight (EFW) were evaluated for up to 2,478 fetuses in each trimester of pregnancy. Size at 12, 20, and 34 weeks of gestation and growth between these points, as well as anthropometry at birth, were assessed by SD scores derived using cohort-specific growth curves. Temporally adjusted land-use regression was used to estimate exposure to NO2 at home addresses for up to 2,415 fetuses. Associations were investigated by linear regression in each cohort and subsequent meta-analysis. RESULTS: A 10-μg/m3 increase in average exposure to NO2 during weeks 0-12 was associated with reduced growth at weeks 0-12 in AC (-2.1%; 95% CI: -3.7, -0.6) and EFW (-1.6%; 95% CI: -3.0, -0.3). The same exposure was inversely associated with reduced growth at weeks 20-34 in BPD (-2.6%; 95% CI: -3.9, -1.2), AC (-1.8%; 95% CI: -3.3, -0.2), and EFW (-2.1%; 95% CI: -3.7, -0.2). A less consistent pattern of association was observed for FL. The negative association of this exposure with BPD and EFW was significantly stronger in smoking versus nonsmoking mothers. CONCLUSIONS: Maternal exposure to NO2 in early pregnancy was associated with reduced fetal growth based on ultrasound measures of growth during pregnancy and measures of size at birth. ; This study was funded by grants from the European Union: NEWGENERIS FP6-2003-Food-3-A-016320, FP7-ENV-2011 cod 282957, HEALTH.2010.2.4.5-1; and by grants from Spain: Instituto de Salud Carlos III (Red INMA G03/176, CB06/02/0031, and FIS-FEDER PI03/1615, PI04/1509, PI04/1112, PI04/1931, PI04/2018, PI04/1436, PI05/1079, PI05/1052, PI06/1213, PI07/0314, PI08/1151, PI09/02647, PI09/02311, PI11/01007, PI11/02591, PI11/02038, PI13/1944, PI13/02429, PI14/0891, PI14/1687, and Miguel Servet CP11/00178 and MS13/00054), Conselleria de Sanitat Generalitat Valenciana, Generalitat de Catalunya (CIRIT 1999SGR 00241), Diputación Foral de Guipúzcoa (DFG/004), Departamento de Sanidad y Consumo Gobierno Vasco (2005111093), Obra Social Cajastur, and Oviedo University.

Context: Low maternal free T4 (FT4) has been associated with poor child neurodevelopment in some single-center studies. Evidence remains scarce for the potential adverse effects of high FT4 and whether associations differ in countries with different iodine status. Objective: To assess the association of maternal thyroid function in early pregnancy with child neurodevelopment in countries with a different iodine status. Design, Setting, and Participants: Meta-analysis of individual participant data from 9036 mother–child pairs from three prospective population-based birth cohorts: INMA [Infancia y Medio Ambiente (Environment and Childhood project) (Spain)], Generation R (Netherlands), and ALSPAC (Avon Longitudinal Study of Parents and Children, United Kingdom). The exclusion criteria were multiple pregnancies, fertility treatments, thyroid-interfering medication usage, and known thyroid disease. Main Outcomes: Child nonverbal IQ at 5 to 8 years of age, verbal IQ at 1.5 to 8 years of age, and autistic traits within the clinical range at 5 to 8 years of age. Results: FT4 97.5th percentile was associated with a 1.9-fold (95% CI, 1.0 to 3.4) greater risk of autistic traits. No independent associations were found with TSH. Conclusions: Low maternal FT4 was consistently associated with a lower IQ across the cohorts. Further studies are needed to replicate the findings of autistic traits and investigate the potential modifying role of maternal iodine status. FT4 seems a reliable marker of fetal thyroid state in early pregnancy, regardless of the type of immunoassay. ; EUthyroid Project: European Union's Horizon 2020 research and innovation programme (grant 634453). INMA, Spain: This study was funded by grants from the European Union (grants FP7-ENV-2011 cod 282957 and HEALTH.2010.2.4.5-1) and Spain: Instituto de Salud Carlos III (grants Red INMA G03/176, CB06/02/0041, FIS-FEDER: PI041436, PI05/1079, PI06/0867, PI081151, FIS- and PS09/00090, PI11/01007, PI11/02591, PI11/02038, PI13/1944, PI13/2032, PI14/00891, PI14/01687, and PI16/1288, Miguel Servet-FEDER CP11/00178, CP15/00025, and CPII16/00051, MS13/00054), Generalitat Valenciana: FISABIO (grants UGP 15-230, UGP-15-244, and UGP-15-249), Generalitat de Catalunya-CIRIT 1999SGR 00241, Fundació La Marató de TV3 (grants 090430), Department of Health of the Basque Government (grants 2005111093 and 2009111069), and the Provincial Government of Gipuzkoa (grants DFG06/004 and DFG08/001).

BACKGROUND: Little is known about developmental neurotoxicity of particulate matter composition. We aimed to investigate associations between exposure to elemental composition of outdoor PM2.5 at birth and cognitive and psychomotor functions in childhood. METHODS: We analyzed data from 4 European population-based birth cohorts in the Netherlands, Germany, Italy and Spain, with recruitment in 2000-2006. Elemental composition of PM2.5 measurements were performed in each region in 2008-2011 and land use regression models were used to predict concentrations at participants' residential addresses at birth. We selected 8 elements (copper, iron, potassium, nickel, sulfur, silicon, vanadium and zinc) and used principal component analysis to combine elements from the same sources. Cognitive (general, verbal, and non-verbal) and psychomotor (fine and gross) functions were assessed between 1 and 9years of age. Adjusted cohort-specific effect estimates were combined using random-effects meta-analysis. RESULTS: 7246 children were included in this analysis. Single element analysis resulted in negative association between estimated airborne iron and fine motor function (-1.25 points [95% CI -2.45 to -0.06] per 100ng/m3 increase of iron). Association between the motorized traffic component, derived from principal component analysis, and fine motor function was not significant (-0.29 points [95% CI -0.64 to 0.06] per unit increase). None of the elements were associated with gross motor function or cognitive function, although the latter estimates were predominantly negative. CONCLUSION: Our results suggest that iron, a highly prevalent element in motorized traffic pollution, may be a neurotoxic compound. This raises concern given the ubiquity of motorized traffic air pollution. ; This work was supported by the European Community's Seventh Framework Program (FP7/ 2007–2011), grant agreements 211250 and 243406. The European Union's Horizon 2020 Research and Innovation Program (no.: 633595, DynaHealth) and also received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement no. 733206 (LifeCycle). Also by the EU Commission (261357).

Results from studies evaluating potential effects of prenatal exposure to radio-frequency electromagnetic fields from cell phones on birth outcomes have been inconsistent. Using data on 55,507 pregnant women and their children from Denmark (1996-2002), the Netherlands (2003-2004), Spain (2003-2008), and South Korea (2006-2011), we explored whether maternal cell-phone use was associated with pregnancy duration and fetal growth. On the basis of self-reported number of cell-phone calls per day, exposure was grouped as none, low (referent), intermediate, or high. We examined pregnancy duration (gestational age at birth, preterm/postterm birth), fetal growth (birth weight ratio, small/large size for gestational age), and birth weight variables (birth weight, low/high birth weight) and meta-analyzed cohort-specific estimates. The intermediate exposure group had a higher risk of giving birth at a lower gestational age (hazard ratio = 1.04, 95% confidence interval: 1.01, 1.07), and exposure-response relationships were found for shorter pregnancy duration (P < 0.001) and preterm birth (P = 0.003). We observed no association with fetal growth or birth weight. Maternal cell-phone use during pregnancy may be associated with shorter pregnancy duration and increased risk of preterm birth, but these results should be interpreted with caution, since they may reflect stress during pregnancy or other residual confounding rather than a direct effect of cell-phone exposure. ; The Generalized EMF Research Using Novel Methods (GERoNiMO) Project was supported by the European Union (grant 603794). The Amsterdam Born Children and Their Development Study (ABCD) was supported by the Netherlands Organization for Health Research and Development (grant 2100.0076) and the Electromagnetic Fields and Health Research program (grants 85600004 and 85800001). The Danish National Birth Cohort Study (DNBC) was supported by the Danish Epidemiology Science Centre, the Lundbeck Foundation (grant 195/04), the Egmont Foundation, the March of Dimes Birth Defect Foundation, the Augustinus Foundation, and the Medical Research Council (grant SSVF 0646). The Spanish Environment and Childhood Project (INMA) was supported by the European Union (grants FP7-ENV-2011, 282957, and HEALTH.2010.2.4.5-1); Instituto de Salud Carlos III (grants G03/176, CB06/02/0041, FIS-FEDER 03/1615, 04/1509, 04/1112, 04/1931, 05/1079, 05/1052, 06/1213, 07/0314, 09/02647, 11/01007, 11/02591, CP11/00178, FIS-PI06/0867, FIS-PS09/00090, FIS-PI041436, FIS-PI081151, FIS-PI042018, FIS-PI09/02311, FISPI13/1944, FIS-PI13/2429, FIS-PI14/0981, FIS-PI13/141687, CP13/00054 (including FEDER funds), and MS13/00054); the Conselleria de Sanitat Generalitat Valenciana; the Generalitat de Catalunya (grants CIRIT1999SGR and 00241); Obra Social Cajastur; the Universidad de Oviedo; the Department of Health of the Basque Government (grants 2005111093 and 2009111069); and the Provincial Government of Gipuzkoa (grants DFG06/004 and DFG08/001). The Korean Mothers and Children's Environment Health Study (MOCEH) was supported by the National Institute of Environmental Research, the Ministry of the Environment, and the Information and Communication Technology (ICT) research and development program of the Ministry of Science and ICT (grants 2017-0-00961 and 2019-0-00102), South Korea.

Background: Environmental exposures in early life influence the development of behavioral outcomes in children, but research has not considered multiple exposures. We therefore aimed to investigate the impact of a broad spectrum of pre- and postnatal environmental exposures on child behavior. Methods and findings: We used data from the HELIX (Human Early Life Exposome) project, which was based on six longitudinal population-based birth cohorts in Europe. At 6-11 years, children underwent a follow-up to characterize their exposures and assess behavioral problems. We measured 88 prenatal and 123 childhood environmental factors, including outdoor, indoor, chemical, lifestyle and social exposures. Parent-reported behavioral problems included (1) internalizing, (2) externalizing scores, using the child behavior checklist (CBCL), and (3) the Conner's Attention Deficit Hyperactivity Disorder (ADHD) index, all outcomes being discrete raw counts. We applied LASSO penalized negative binomial regression models to identify which exposures were associated with the outcomes, while adjusting for co-exposures. In the 1287 children (mean age 8.0 years), 7.3% had a neuropsychiatric medical diagnosis according to parent's reports. During pregnancy, smoking and car traffic showing the strongest associations (e.g. smoking with ADHD index, aMR:1.31 [1.09; 1.59]) among the 13 exposures selected by LASSO, for at least one of the outcomes. During childhood, longer sleep duration, healthy diet and higher family social capital were associated with reduced scores whereas higher exposure to lead, copper, indoor air pollution, unhealthy diet were associated with increased scores. Unexpected decreases in behavioral scores were found with polychlorinated biphenyls (PCBs) and organophosphate (OP) pesticides. Conclusions: Our systematic exposome approach identified several environmental contaminants and healthy lifestyle habits that may influence behavioral problems in children. Modifying environmental exposures early in life may limit lifetime mental health risk. ; The LIFE-CYCLE project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 733206.

Seafood consumption during pregnancy is thought to be beneficial for child neuropsychological development, but to our knowledge no large cohort studies with high fatty fish consumption have analyzed the association by seafood subtype. We evaluated 1,892 and 1,589 mother-child pairs at the ages of 14 months and 5 years, respectively, in a population-based Spanish birth cohort established during 2004-2008. Bayley and McCarthy scales and the Childhood Asperger Syndrome Test were used to assess neuropsychological development. Results from multivariate linear regression models were adjusted for sociodemographic characteristics and further adjusted for umbilical cord blood mercury or long-chain polyunsaturated fatty acid concentrations. Overall, consumption of seafood above the recommended limit of 340 g/week was associated with 10-g/week increments in neuropsychological scores. By subtype, in addition to lean fish, consumption of large fatty fish showed a positive association; offspring of persons within the highest quantile (>238 g/week) had an adjusted increase of 2.29 points in McCarthy general cognitive score (95% confidence interval: 0.42, 4.16). Similar findings were observed for the Childhood Asperger Syndrome Test. Beta coefficients diminished 15%-30% after adjustment for mercury or long-chain polyunsaturated fatty acid concentrations. Consumption of large fatty fish during pregnancy presents moderate child neuropsychological benefits, including improvements in cognitive functioning and some protection from autism-spectrum traits. ; This study was funded by grants from the Spanish Institute of Health Carlos III (Ministry of Economy and Competitiveness) (Infancia y Medio Ambiente (INMA) Network grants G03/176 and CB06/02/0041 and Fondo de Investigación Sanitaria (FIS) grants FIS-PI041436, FIS-PI081151, FIS-PI042018, FIS-PI09/02311, FIS-PI06/0867, FIS-PS09/00090, FIS-PI03/1615, FIS-PI04/1509, FIS-PI04/1112, FIS-PI04/1931, FIS-PI05/1079, FIS-PI05/1052, FIS-PI06/1213, FIS-PI07/0314, FIS-PI09/02647, FIS-13/02429, FIS-PI13/1944, FIS-PI13/2032, and CP14/00108); the Fondo de Investigación Sanitaria-Fondo Europeo de Desarrollo Regional; the Generalitat de Catalunya-Consejo Interdepartamental de Investigación e Innovación Tecnológica (grant 1999SGR 00241); Juan de la Cierva (grant 2011-09771-MICINN); the Conselleria de Sanitat Generalitat Valenciana 1 (grants 048/2010 and 060/2010); the Universidad de Oviedo, Obra Social Cajastur, Department of Health of the Basque Government (grants 2005111093 and 2009111069); the Provincial Government of Gipuzkoa (grants DFG06/004 and DFG08/001); and the Fundación Roger Torné. Miguel Servet fellowships (MS13/00054 and MS14/00108) were awarded to M.G. and J.J. by the Spanish Institute of Health Carlos III.

Context: Although the consequences of severe iodine deficiency are beyond doubt, the effects of mild to moderate iodine deficiency in pregnancy on child neurodevelopment are less well established. Objective: To study the association between maternal iodine status during pregnancy and child IQ and identify vulnerable time windows of exposure to suboptimal iodine availability. Design: Meta-analysis of individual participant data from three prospective population-based birth cohorts: Generation R (Netherlands), INMA (Spain), and ALSPAC (United Kingdom); pregnant women were enrolled between 2002 and 2006, 2003 and 2008, and 1990 and 1992, respectively. Setting: General community. Participants: 6180 mother-child pairs with measures of urinary iodine and creatinine concentrations in pregnancy and child IQ. Exclusion criteria were multiple pregnancies, fertility treatment, medication affecting the thyroid, and preexisting thyroid disease. Main Outcome Measure: Child nonverbal and verbal IQ assessed at 1.5 to 8 years of age. Results: There was a positive curvilinear association of urinary iodine/creatinine ratio (UI/Creat) with mean verbal IQ only. UI/Creat <150 µg/g was not associated with lower nonverbal IQ (−0.6 point; 95% CI: −1.7 to 0.4 points; P = 0.246) or lower verbal IQ (−0.6 point; 95% CI: −1.3 to 0.1 points; P = 0.082). Stratified analyses showed that the association of UI/Creat with verbal IQ was only present up to 14 weeks of gestation. Conclusions: Fetal brain development is vulnerable to mild to moderate iodine deficiency, particularly in the first trimester. Our results show that potential randomized controlled trials investigating the effect of iodine supplementation in women with mild to moderate iodine deficiency on child neurodevelopment should begin supplementation not later than the first trimester. ; The INMA study, Spain, was funded by grants from UE (FP7-ENV-2011 cod 282957 and HEALTH.2010.2.4.5-1) and Spain: Instituto de Salud Carlos III (Red INMA G03/176; CB06/02/0041; FIS-FEDER: PI041436, PI05/1079, PI06/0867, PI081151, FIS-and PS09/00090, PI11/01007, PI11/02591, PI11/02038, PI13/1944, PI13/2032, PI14/00891, PI14/01687, and PI16/1288; Miguel Servet-FEDER CP11/00178, CP15/00025, and CPII16/00051, MS13/00054), Generalitat Valenciana: FISABIO (UGP 15-230, UGP-15-244, and UGP-15-249), Generalitat de Catalunya-CIRIT 1999SGR 00241, Fundació La marató de TV3 (090430), Department of Health of the Basque Government (2005111093 and 2009111069), and the Provincial Government of Gipuzkoa (DFG06/004 and DFG08/001). The ALSPAC study, United Kingdom, is supported by the UK Medical Research Council and Wellcome (Grant ref: 102215/2/13/2) and the University of Bristol, which provides core support for the ALSPAC. We are extremely grateful to all the families who took part in this study, the midwives for their help in recruiting them, and the whole ALSPAC team, which includes interviewers, computer and laboratory technicians, clerical workers, research scientists, volunteers, managers, receptionists, and nurses. A comprehensive list of grants funding is available on the ALSPAC website (www.bristol.ac.uk/alspac/external/documents/grant-acknowledgements.pdf). The existing iodine measurements in ALSPAC were funded from (i) the NUTRIMENTHE project, which received a research grant from the European Community's 7th Framework Programme (FP7/2008–2013) under grant agreement 212652; and (ii) a PhD studentship that was funded by Wassen International and the Waterloo Foundation (2009 to 2012).

INTRODUCTION: Previous studies have reported associations between prenatal cell phone use and child behavioral problems, but findings have been inconsistent and based on retrospective assessment of cell phone use. This study aimed to assess this association in a multi-national analysis, using data from three cohorts with prospective data on prenatal cell phone use, together with previously published data from two cohorts with retrospectively collected cell phone use data. METHODS: We used individual participant data from 83,884 mother-child pairs in the five cohorts from Denmark (1996-2002), Korea (2006-2011), the Netherlands (2003-2004), Norway (2004-2008), and Spain (2003-2008). We categorized cell phone use into none, low, medium, and high, based on frequency of calls during pregnancy reported by the mothers. Child behavioral problems (reported by mothers using the Strengths and Difficulties Questionnaire or Child Behavior Checklist) were classified in the borderline/clinical and clinical ranges using validated cut-offs in children aged 5-7years. Cohort specific risk estimates were meta-analyzed. RESULTS: Overall, 38.8% of mothers, mostly from the Danish cohort, reported no cell phone use during pregnancy and these mothers were less likely to have a child with overall behavioral, hyperactivity/inattention or emotional problems. Evidence for a trend of increasing risk of child behavioral problems through the maternal cell phone use categories was observed for hyperactivity/inattention problems (OR for problems in the clinical range: 1.11, 95%CI 1.01, 1.22; 1.28, 95%CI 1.12, 1.48, among children of medium and high users, respectively). This association was fairly consistent across cohorts and between cohorts with retrospectively and prospectively collected cell phone use data. CONCLUSIONS: Maternal cell phone use during pregnancy may be associated with an increased risk for behavioral problems, particularly hyperactivity/inattention problems, in the offspring. The interpretation of these results is unclear as uncontrolled confounding may influence both maternal cell phone use and child behavioral problems. ; This work was supported by the European Union: GERoNiMO project (grant 603794) and grants FP7-ENV-2011, 282957, HEALTH.2010.2.4.5-1

Background: The urban environment may influence neurodevelopment from conception onwards, but there is no evaluation of the impact of multiple groups of exposures simultaneously. We investigated the association between early-life urban environment and cognitive and motor function in children. Methods: We used data from 5403 mother-child pairs from four population-based birth-cohorts (UK, France, Spain, and Greece). We estimated thirteen urban home exposures during pregnancy and childhood, including: built environment, natural spaces, and air pollution. Verbal, non-verbal, gross motor, and fine motor functions were assessed using validated tests at five years old. We ran adjusted multi-exposure models using the Deletion-Substitution-Addition algorithm. Results: Higher greenness exposure within 300 m during pregnancy was associated with higher verbal abilities (1.5 points (95% confidence interval 0.4, 2.7) per 0.20 unit increase in greenness). Higher connectivity density within 100 m and land use diversity during pregnancy were related to lower verbal abilities. Childhood exposure to PM2.5 mediated 74% of the association between greenness during childhood and verbal abilities. Higher exposure to PM2.5 during pregnancy was related to lower fine motor function (-1.2 points (-2.1, -0.4) per 3.2 μg/m3 increase in PM2.5). No associations were found with non-verbal abilities and gross motor function. Discussion: This study suggests that built environment, greenness, and air pollution may impact child cognitive and motor function at five years old. This study adds evidence that well-designed urban planning may benefit children's cognitive and motor development. ; This work was supported by funding from the European Community's Seventh Framework Programme [FP7/2007–206 n◦308333; the HELIX project]. This INMA cohort was funded by grants from Instituto de Salud Carlos III (Red INMA G03/176; CB06/02/0041; PI041436; PI081151 incl. FEDER funds, FIS PI06/0867, FIS-PI09/00090, FIS and FIS-PI18/01142 incl. FEDER funds, FIS-FEDER: PI03/1615, PI04/1509, PI04/1112, PI04/1931, PI05/1079, PI05/1052, PI06/1213, PI07/0314, PI09/02647, PI11/01007, PI11/02591, PI11/02038, PI13/1944, PI13/2032, PI14/00891, PI14/01687, PI16/1288, PI16/00118 and PI17/00663; FIS-FSE: 17/00260; Miguel Servet-FEDER CP11/00178, CP15/00025, CPII16/00051, and CPII18/00018), from UE (FP7-ENV-2011 cod 282957, HEALTH.2010.2.4.5-1, and H2020 n◦824989), Generalitat de Catalunya-CIRIT 1999SGR 00241, Fundació La marató de TV3 (090430), Generalitat Valenciana: FISABIO (UGP 15-230, UGP-15-244, and UGP-15-249), Alicia Koplowitz Foundation 2017, CIBERESP, Department of Health of the Basque Government (2013111089, 2009111069, 2013111089, 2015111065 and 2018111086), Provincial Government of Gipuzkoa (DFG06/002, DFG08/001, DFG15/221 and DFG 89/17) and annual agreements with the municipalities of the study area (Zumarraga, Urretxu , Legazpi, Azkoitia y Azpeitia y Beasain). We acknowledge support from the Spanish Ministry of Science and Innovation and the State Research Agency through the "Centro de Excelencia Severo Ochoa 2019-2023" Program (CEX2018-000806-S), and support from the Generalitat de Catalunya through the CERCA Program. The work was also supported by MICINN [MTM2015-68140- R] and Centro Nacional de Genotipado- CEGEN- PRB2- ISCIII (Spain).

Introduction: To date, the evidence for an association between perfluoroalkyl substances (PFAS) exposure and attention deficit and hyperactivity disorder (ADHD) is inconclusive. Objective: We investigated the association between early life exposure to perfluorooctane sulfonate (PFOS) and perfluorooctanoic acid (PFOA), and ADHD in a collaborative study including nine European population-based studies, encompassing 4,826 mother-child pairs. Methods: Concentrations of PFOS and PFOA were measured in maternal serum/plasma during pregnancy, or in breast milk, with different timing of sample collection in each cohort. We used a validated pharmacokinetic model of pregnancy and lactation to estimate concentrations of PFOS and PFOA in children at birth and at 3, 6, 12, and 24 months of age. We classified ADHD using recommended cutoff points for each instrument used to derive symptoms scores. We used multiple imputation for missing covariates, logistic regression to model the association between PFAS exposure and ADHD in each study, and combined all adjusted study-specific effect estimates using random-effects meta-analysis. Results: A total of 399 children were classified as having ADHD, with a prevalence ranging from 2.3% to 7.3% in the studies. Early life exposure to PFOS or PFOA was not associated with ADHD during childhood [odds ratios (ORs) ranging from 0.96 (95% CI: 0.87, 1.06) to 1.02 (95% CI: 0.93, 1.11)]. Results from stratified models suggest potential differential effects of PFAS related to child sex and maternal education. Conclusion: We did not identify an increased prevalence of ADHD in association with early life exposure to PFOS and PFOA. However, stratified analyses suggest that there may be an increased prevalence of ADHD in association with PFAS exposure in girls, in children from nulliparous women, and in children from low-educated mothers, all of which warrant further exploration. https://doi.org/10.1289/EHP5444. ; This research was primarily supported by a grant from the European Community's Seventh Framework Program (FP7/2007–2013) under grant agreement Developmental Neurotoxicity Assessment of Mixtures in Children (DENAMIC) no. 282957. M.-A.V. is the recipient of a Research Scholars J1 Award from the Fonds de recherche du Québec–Santé. Norwegian Human Milk Study (HUMIS) research was funded by a grant from the Norwegian Research Council, under the NEVRINOR program grant agreement no. 226402; by PROTECTion against Endocrine Disruptors: Detection, mixtures, health effects, risk assessment and communication, and by European Union (EU) Horizon 2020 Marie Skłodowska-Curie Actions Innovative Training Networks–European Training Network no. 722634. We thank Anteneh Desalegn for his work in the HUMIS biobank. The study was approved by the Regional Ethics Committee for Medical Research in Norway (ref. S-02122) and the Norwegian Data Inspectorate (refs. 2002/1398), and participation did not occur until after informed consent was obtained. The Infancia y Medio Ambiente (INMA) study was funded by grants from the EU: NEWGENERIS FP6-2003-Food-3-A-016320, FP7-ENV-2011 cod 282957, HEALTH.2010.2.4.5-1; and by grants from Spain: Instituto de Salud Carlos III (Red INMA G03/176 and CB06/02/0041, FIS-FEDER:PI 03/1615, PI04/1509, PI04/1112, PI04/1436, PI04/1931, PI/04/2018, PI05/1079, PI05/1052, PI06/0867, PI06/1213, PI07/0314, PI/08/1151, PI09/02647, FIS-PI041436, FIS-PI081151, FISS-PI042018, FISS-PI09/02311, FISPI06/0867 FIS-PS09/00090, FIS-PI07/0252, PS09/00090, PI11/01007, PI11/02591, PI11/02038, PI13/1944, PI13/2032, PI14/00891, PI14/01687, PI16/1288, PI17/00663 and Miguel Servet-FEDER: CP11/00178, MS13/00054, and MSII16/00051), Generalitat de Catalunya-CIRIT 1999SGR 00241, La Fundació La Marató de TV3 (090430), Alicia Koplowitz Foundation 2017, Conselleria de Sanitat Generalitat Valenciana, Department of Health of the Basque Government (2005111093 and 2009111069), Provincial Government of Gipuzkoa (DFG06/004 and DFG08/001), Obra Social Cajastur, Universidad de Oviedo, Consejería de Salud de la Junta de Andalucía (grant no. 183/07), EU Commission (QLK4-1999-01422, QLK4-2002-00603, and CONTAMED FP7-ENV-212502), and Fundación Roger Torné. Global Health Institute Barcelona (ISGlobal) is a member of the CERCA Programme, Generalitat de Catalunya. A full roster of the INMA Project Investigators can be found at http://www.proyectoinma.org/presentacion-inma/listadoinvestigadores/en_listado-investigadores.html. The INUENDO study was funded by the European Commission's Seventh and Fifth Framework Programmes (FP7-ENV-2008-1-226217 and QLK4-CT-2001-00202). The polychorinated biphenyl (PCB) cohort was funded by the U.S. National Institutes of Health (grants R01 CA096525 and R03 TW007152), the EU Seventh Framework Programme FP7/2007-2023 (grant agreement OBELIX, no. 227391), Slovak Research and Development Agency (grants APVT-21-016804, APVV-0571-12, APVV-0444-11), and by the ITMS project (no. 26240120033) based on the supporting operational research and development program from the European Regional Development Fund. ; This research was primarily supported by a grant from the European Community's Seventh Framework Program (FP7/2007–2013) under grant agreement Developmental Neurotoxicity Assessment of Mixtures in Children (DENAMIC) no. 282957. M.-A.V. is the recipient of a Research Scholars J1 Award from the Fonds de recherche du Québec–Santé. Norwegian Human Milk Study (HUMIS) research was funded by a grant from the Norwegian Research Council, under the NEVRINOR program grant agreement no. 226402; by PROTECTion against Endocrine Disruptors: Detection, mixtures, health effects, risk assessment and communication, and by European Union (EU) Horizon 2020 Marie Skłodowska-Curie Actions Innovative Training Networks–European Training Network no. 722634. We thank Anteneh Desalegn for his work in the HUMIS biobank. The study was approved by the Regional Ethics Committee for Medical Research in Norway (ref. S-02122) and the Norwegian Data Inspectorate (refs. 2002/1398), and participation did not occur until after informed consent was obtained. The Infancia y Medio Ambiente (INMA) study was funded by grants from the EU: NEWGENERIS FP6-2003-Food-3-A-016320, FP7-ENV-2011 cod 282957, HEALTH.2010.2.4.5-1; and by grants from Spain: Instituto de Salud Carlos III (Red INMA G03/176 and CB06/02/0041, FIS-FEDER:PI 03/1615, PI04/1509, PI04/1112, PI04/1436, PI04/1931, PI/04/2018, PI05/1079, PI05/1052, PI06/0867, PI06/1213, PI07/0314, PI/08/1151, PI09/02647, FIS-PI041436, FIS-PI081151, FISS-PI042018, FISS-PI09/02311, FISPI06/0867 FIS-PS09/00090, FIS-PI07/0252, PS09/00090, PI11/01007, PI11/02591, PI11/02038, PI13/1944, PI13/2032, PI14/00891, PI14/01687, PI16/1288, PI17/00663 and Miguel Servet-FEDER: CP11/00178, MS13/00054, and MSII16/00051), Generalitat de Catalunya-CIRIT 1999SGR 00241, La Fundació La Marató de TV3 (090430), Alicia Koplowitz Foundation 2017, Conselleria de Sanitat Generalitat Valenciana, Department of Health of the Basque Government (2005111093 and 2009111069), Provincial Government of Gipuzkoa (DFG06/004 and DFG08/001), Obra Social Cajastur, Universidad de Oviedo, Consejería de Salud de la Junta de Andalucía (grant no. 183/07), EU Commission (QLK4-1999-01422, QLK4-2002-00603, and CONTAMED FP7-ENV-212502), and Fundación Roger Torné. Global Health Institute Barcelona (ISGlobal) is a member of the CERCA Programme, Generalitat de Catalunya. A full roster of the INMA Project Investigators can be found at http://www.proyectoinma.org/presentacion-inma/listadoinvestigadores/en_listado-investigadores.html. The INUENDO study was funded by the European Commission's Seventh and Fifth Framework Programmes (FP7-ENV-2008-1-226217 and QLK4-CT-2001-00202). The polychorinated biphenyl (PCB) cohort was funded by the U.S. National Institutes of Health (grants R01 CA096525 and R03 TW007152), the EU Seventh Framework Programme FP7/2007-2023 (grant agreement OBELIX, no. 227391), Slovak Research and Development Agency (grants APVT-21-016804, APVV-0571-12, APVV-0444-11), and by the ITMS project (no. 26240120033) based on the supporting operational research and development program from the European Regional Development Fund.