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Assessing cognition in autistic youth with and without attention-deficit/hyperactivity disorder using the NIH Toolbox Cognition Battery: An Environmental influences on Child Health Outcomes-Wide Cohort Study
Calub, Catrina A; Dickerson, Aisha S; Zhao, Haozuo; Joseph, Robert M; O'Shea, Michael; Ahmad, Shaikh I; Croen, Lisa A; Deoni, Sean C L; D'Sa, Viren A; Ghassabian, Akhgar; Koinis-Mitchell, Daphne; Trasande, Leonardo; Volk, Heather; Yeo, Anna J; Hertz-Picciotto, Irva; Schweitzer, Julie B; Solomon, Marjorie; ,
BACKGROUND/UNASSIGNED:Prior work has suggested poorer performance on Fluid, but not Crystallized, NIH Toolbox Cognition Battery (NTCB) subtests in autistic youth relative to neurotypical individuals. This study sought to extend previous findings using a larger sample from a nationwide multi-cohort study and to examine the effect of attention-deficit/hyperactivity disorder (ADHD) status on cognitive functioning. METHODS/UNASSIGNED: = 737) were included in the analyses. We used a general linear model framework to examine group differences in task performance, and we used latent profile analysis (LPA) to identify subgroups of individuals with similar cognitive profiles. RESULTS/UNASSIGNED:The AUT and AUT + ADHD groups had lower NTCB Fluid Cognition Index Scores compared to the noAUTADHD group, whereas no group differences in the Crystallized Cognition Index Score were observed. No significant differences in the NTCB subtest or index scores were found between the AUT and AUT + ADHD groups. Sex-stratified analyses revealed no sex differences. LPA identified four distinct NTCB groups, with a substantial proportion of the AUT group (19%) assigned to the class with higher Crystallized versus Fluid Cognition Index Scores; however, there was considerable overlap between the diagnostic groups within the LPA classes. CONCLUSIONS/UNASSIGNED:Autistic individuals experience difficulties with fluid NTCB tasks and those with co-occurring ADHD do not appear to face greater difficulties than those with autism alone. However, there was a notable proportion of autistic individuals with average or superior cognitive performance, highlighting the importance of strength-based and transdiagnostic research approaches.
PMCID:13260678
PMID: 42291667
ISSN: 2692-9384
CID: 6049332
Subfecundity, Infertility Treatment, and Child Neurodevelopment
Kahn, Linda G; Hipwell, Alison E; Stanford, Joseph B; Galai, Noya; Zhao, Haozuo; Alshawabkeh, Akram N; Aschner, Judy L; Barrett, Emily S; Bertolla, Ricardo P; Cajachagua Torres, Kim Nail; Camargo, Carlos A; Cordero, Jose F; Croen, Lisa A; Deoni, Sean C; Gogcu, Semsa; Herbstman, Julie B; Karagas, Margaret R; LeWinn, Kaja Z; Lyall, Kristen; McEvoy, Cynthia T; McKay, Kimberlee; O'Connor, Thomas G; Pilsner, J Richard; Schantz, Susan L; Schmidt, Rebecca J; Smith, Alicia K; Wilkening, Greta N; Zhang, E; Zhu, Yeyi; Ghassabian, Akhgar; ,
IMPORTANCE/UNASSIGNED:Increasing numbers of children are conceived using infertility treatment; concerns remain about potential effects on child neurodevelopment. OBJECTIVE/UNASSIGNED:To evaluate whether infertility treatment is associated with child neurodevelopment and whether such an association may be attributable to underlying subfecundity. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This cohort study was conducted among mother-child dyads in the National Institutes of Health Environmental Influences on Child Health Outcomes Cohort, with infants conceived between 1998 and 2022. Associations of subfecundity and infertility treatment with neurodevelopmental outcomes were assessed among children ages 2 to 10 years. Data were analyzed from May 14, 2025, to March 31, 2026. EXPOSURE/UNASSIGNED:Subfecundity was defined as prior consultation for, treatment of, or diagnosis of infertility for either partner; at least 2 prior miscarriages; or ever having had unprotected heterosexual intercourse for 12 months without conceiving. Infertility treatment was categorized as in vitro fertilization (IVF) or non-IVF treatment. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Harmonized caregiver responses to the Strengths and Difficulties Questionnaire and the Child Behavior Checklist yielded continuous raw scores for externalizing and internalizing problems. The total raw Social Responsiveness Scale (SRS) score quantified autism-like symptoms. Caregivers reported physician diagnosis of autism spectrum disorder (ASD) and attention deficit/hyperactivity disorder (ADHD). RESULTS/UNASSIGNED:Among 15 382 mother-infant dyads, there were 14 191 unique maternal participants (mean [SD] age at delivery, 30.9 [5.33] years; 8780 parous participants [57.1%]). ASD and ADHD were diagnosed in 876 offspring (7.6%) and 819 offspring (7.1%), respectively. In generalized linear models, subfecundity was associated with higher externalizing problem and SRS scores among all pregnancies (externalizing problems: b = 0.47 [95% CI, 0.14-0.81]; SRS score: b = 1.08 [95% CI, 0.01-2.14]) and when restricted to natural conceptions (externalizing problems: b = 0.45 [95% CI, 0.07-0.83]; SRS score: b = 1.12 [95% CI, -0.09 to 2.34]). Offspring of parents with subfecundity had higher odds of ASD (overall: odds ratio [OR], 1.27 [95% CI, 1.03-1.57]; natural conceptions: OR, 1.31 [95% CI, 1.04-1.64]). Children conceived via non-IVF treatment had higher odds of ADHD compared with those conceived via natural conception with subfecundity (OR, 1.77 [95% CI, 1.16-2.68]) or without subfecundity (OR, 1.54 [95% CI, 1.05-2.25]). There were no significant associations for IVF treatment. CONCLUSIONS AND RELEVANCE/UNASSIGNED:In this large US cohort study, subfecundity was associated with elevated scores for caregiver-reported symptoms of behavioral problems and higher odds of ASD diagnosis, independent of infertility treatment. Non-IVF treatment was associated with ADHD, warranting further research into specific indications for treatment that may increase risk of offspring neurodevelopmental problems.
PMCID:13247815
PMID: 42258210
ISSN: 2574-3805
CID: 6048152
Associations of Exposure to Common Plasticizers and Organophosphate Pesticides during Pregnancy and in Childhood with Cognitive Performance in Adolescents: A Population-Based Study
Mou, Yuchan; El Marroun, Hanan; Liu, Mengling; Derakhshan, Arash; Guxens, Mònica; Jaddoe, Vincent W; White, Tonya; Kannan, Kurunthachalam; Spaan, Suzanne; Pronk, Anjoeka; Trasande, Leonardo; Tiemeier, Henning; Ghassabian, Akhgar
Individuals are exposed to chemicals in daily life. Yet, few studies have examined the long-lasting joint effect of prenatal and childhood exposure to endocrine-disrupting chemical (EDC) on cognitive performance. We analyzed data from mother-child pairs from the Generation R birth cohort (The Netherlands, 2002-2006) with urinary levels of ten phthalate metabolites, bisphenol A, and five nonspecific organophosphate pesticides metabolites three times during pregnancy (n = 565) and at 5 years of age (n = 539). Child cognitive performance was assessed using the vocabulary, matrix reasoning, digit span, and coding subtests of the Wechsler Intelligence Scale at 13 years. Using hierarchical Bayesian kernel machine regression, we found that prenatal EDC mixture level at 75th percentile versus the median was associated with 0.33 decrease (95% credible interval: -0.60, -0.06) in verbal comprehension and with 0.26 decrease (-0.51, -0.02) in matrix reasoning scores, with di(2-ethyhexyl) phthalate and dibutyl phthalates as primary contributing chemicals to the mixture effect for matrix reasoning. Higher childhood levels of EDC mixture were associated with higher verbal scores, in contrast to the inverse associations observed for prenatal exposure, although this finding should be interpreted with caution due to potential exposure misclassification, selection bias, and residual confounding. Overall, our findings suggest that prenatal exposure to a mixture of plasticizers and pesticides may have a long-lasting adverse effect on offspring's cognition.
PMID: 42284017
ISSN: 1520-5851
CID: 6048922
A study design for a natural experiment evaluating the child health impacts of New York City's cordon-based congestion pricing plan
Azan, Alexander; Ghassabian, Akhgar; Conderino, Sarah; Thorpe, Lorna E.; Weinberger, Rachel; Titus, Andrea
Introduction Cordon-based congestion policies have demonstrated air quality and health benefits in cities outside the United States (U.S.), yet selecting comparison areas to evaluate these policies remains a methodological challenge. Using two pre-policy administrative health datasets, we examined the feasibility of constructing local, state, and regional counterfactual populations to inform an evaluation of child health impacts of the recently implemented New York City (NYC) congestion pricing policy, focusing on pediatric asthma emergency department visits. Methods Our study population included children aged 0-17 years. Using a difference-in-differences approach for repeated measures, we evaluated crude pre-policy pediatric asthma trends between the congestion relief zone (CRZ) and three comparison areas: (1) NYC neighborhoods outside the CRZ, (2) nine major New York State cities, and (3) dense, heavily trafficked Northeast regional U.S. cities. We compared this approach with a generalized synthetic control method (G-SCM). Results Crude pre-policy pediatric asthma trends were most parallel between the CRZ and the local NYC comparison zone. Socioeconomic, built environment, and environmental exposure covariates varied across comparison areas at baseline. G-SCM improved visual pre-policy trend alignment across all three comparison areas; however, placebo tests revealed statistically significant parallel trend violations persisted for non-local comparison areas. Conclusions Local comparison populations may offer the most representative counterfactual for evaluating NYC congestion pricing child health impacts. Residual parallel trend violations in non-local areas underscore the methodological challenges of counterfactual selection for geographically concentrated urban policies, highlighting the value of triangulating findings across comparison areas and analytic approaches in future post-implementation evaluations.
SCOPUS:105037411599
ISSN: 2214-1405
CID: 6045252
Prenatal over-the-counter acetaminophen use and birth outcomes in the ECHO cohort
Huff, Katelyn K; Galai, Noya; Fuselier, Garrett; Wu, Guojing; Hartwell, Hadley J; Bulka, Catherine M; Adgent, Margaret A; Alshawabkeh, Akram N; Baker, Brennan H; Talavera-Barber, Maria M; Bekelman, Traci A; Cowell, Whitney; Duberstein, Zoe T; Elliott, Amy J; Enquobahrie, Daniel A; Ghassabian, Akhgar; Karagas, Margaret R; Kautz, Amber; Lester, Barry M; Ma, Tengfei; McEvoy, Cindy T; McKee, Kimberly S; Meeker, John D; Nguyen, Ruby H N; O'Connor, Thomas G; Paneth, Nigel; Perng, Wei; Porucznik, Christina A; Sathyanarayana, Sheela; Simhan, Hyagriv N; Swan, Shanna H; Woodbury, Megan L; Ehrhardt, Stephan; O'Shea, T Michael; Fry, Rebecca C; Cohort Consortium, For The Echo
Acetaminophen is among the most common over-the-counter medications used during pregnancy. Given inconsistent findings from both experimental and epidemiological studies on associations between use and adverse health outcomes, further research is warranted. To address this, our objective was to assess the relationship between prenatal acetaminophen use and birth outcomes. We studied 8957 mother-infant pairs from 36 pediatric study sites participating in the Environmental influences on Child Health Outcomes (ECHO) program. After imputation and inverse probability weighting, we used regression models to examine the relationship between acetaminophen during pregnancy and the following outcomes: (1) preterm birth, (2) birthweight, (3) small-for-gestational age (SGA), and (4) large-for-gestational-age (LGA). Approximately 59% of mothers reported using acetaminophen at any point during their pregnancy (n = 5257). After adjustment for relevant covariates, prenatal acetaminophen use was associated with lower odds of LGA (adjusted odds ratio (aOR): 0.87; 95% CI: 0.79, 0.96). Prenatal acetaminophen use was not associated with preterm birth (aOR: 0.99; 95% CI: 0.86, 1.14), birthweight (aβ: -7.52 g; 95% CI: -27.80, 12.77) or SGA (aOR: 1.02; 95% CI: 0.88, 1.18). Based on these findings, future research should test for dose-response, trimester-specific exposures, and factors affecting individual responses.
PMID: 42165690
ISSN: 1476-6256
CID: 6038482
Prenatal exposure to phthalates, maternal oxidative stress, and early childhood neurobehavior: a pathway modeling approach
Cotter, Devyn L; Liu, Mengling; Wang, Yuyan; Afanasyeva, Yelena; Trasande, Leonardo; Lawrence, David A; Shuffrey, Lauren C; Thomason, Moriah E; Ghassabian, Akhgar
OBJECTIVE:Phthalates are recognized endocrine disruptors and emerging neurotoxicants. Prenatal exposure to di-2-ethylhexyl phthalate (DEHP) has been linked to adverse neurodevelopmental and neuropsychiatric outcomes, and maternal oxidative stress may play a mechanistic role in prenatal DEHP's neurotoxicity. MATERIALS AND METHODS/METHODS:Participants were drawn from the New York University Children's Health and Environment Study. Prenatal DEHP exposure and maternal lipid peroxidation were assessed using repeated creatinine-adjusted maternal urinary measurements across pregnancy, collected from January 2016-April 2020. Neonatal brain-derived neurotrophic factor (BDNF) was measured in cord serum (N = 337), and internalizing and externalizing problems were assessed at an average age of 2 years using the Child Behavior Checklist for Ages 1.5-5 (CBCL 1½-5) (N = 824). DEHP metabolites (mEHHP; mEOHP; mECPP) were averaged across pregnancy, and cumulative lipid peroxidation biomarkers (8-iso-PGF2α; 15-PGF2α; 8,15-PGF2α; MDA) were estimated using area-under-the-curve values from linear mixed-effects spline models. Partial least squares path modeling evaluated direct and indirect associations using latent constructs for DEHP exposure, lipid peroxidation, CBCL 1½-5, and socioeconomic status; other covariates were modeled as single variables. Sex differences were assessed using bootstrapping and sex-stratified models, adjusting for maternal and child age, parity, pre-pregnancy body mass index, cotinine exposure, and socioeconomic status. RESULTS:Prenatal DEHP exposure was positively associated with maternal lipid peroxidation in all models (β's = 0.11-0.27). Sex-stratified analyses showed that prenatal DEHP exposure was positively associated with CBCL 1½-5 in male children only (β = 0.11), but not with BDNF in either sex. Maternal lipid peroxidation was not associated with BDNF or CBCL 1½-5 in either sex. CONCLUSION/CONCLUSIONS:Prenatal DEHP exposure is associated with maternal oxidative stress and total behavioral problems in male children only, but maternal oxidative stress does not mediate these relationships. Alternative upstream mechanisms may underlie both maternal oxidative stress and neurobehavioral outcomes. Future studies should investigate endocrine, metabolic, and epigenetic pathways to clarify DEHP neurotoxicity.
PMID: 42162715
ISSN: 1096-0953
CID: 6038372
Prenatal Exposure to Nitrogen Dioxide, Fine Particulates, and Ozone in Relation to Child Behavior: The Environmental Influences on Child Health Outcomes Cohort
Oh, Jiwon; Ghassabian, Akhgar; Aschner, Judy; Calub, Catrina A; Chiu, Yueh-Hsiu Mathilda; Croen, Lisa A; Dickerson, Aisha S; Goodrich, Amanda J; Herrera, Teresa; Hertz-Picciotto, Irva; Li, Lijun; Loftus, Christine T; Peterson, Alicia K; Schmidt, Rebecca J; Schweitzer, Julie B; Stroustrup, Annemarie; Suri, Kirin N; Szpiro, Adam A; Yi, Li; Volk, Heather E; Bennett, Deborah H; ,
Growing evidence links prenatal air pollution with early behavioral outcomes, yet U.S. studies remain sparse. We analyzed data from 8370 mother-child dyads from 28 Environmental influences on Child Health Outcomes (ECHO) Cohort sites. Prenatal nitrogen dioxide (NO2), fine particulate (PM2.5), and ozone (O3) levels were estimated using residential addresses. Caregiver-reported Child Behavior Checklist for ages 1.5-5 (CBCL/1.5-5) assessed internalizing and externalizing problems. Covariate-adjusted linear mixed-effects models estimated associations between pollutants and CBCL/1.5-5 T-scores. Child sex, socioeconomic neighborhood conditions, and prenatal depressive symptoms were evaluated as potential modifiers. Each interquartile range increase in pregnancy-average PM2.5 was associated with higher externalizing (βexternalizing = 0.52, 95% confidence intervals: 0.15-0.90) and internalizing (βinternalizing = 0.45, 0.07-0.83) T-scores. Trimester-specific associations were observed: first-trimester PM2.5 was associated with externalizing (βexternalizing = 0.39, 0.08-0.70) and second-trimester PM2.5 with internalizing (βinternalizing = 0.32, 0.01-0.64) T-scores. Third-trimester NO2 was linked to higher behavioral T-scores (βexternalizing = 0.52, 0.03-1.01; βinternalizing = 0.51, 0.00-1.01). Associations for O3 were nonsignificant. Children from the lowest-opportunity neighborhoods exhibited stronger positive associations for NO2. Males and children whose mothers reported lower prenatal depressive symptoms showed stronger inverse associations for O3. Overall, prenatal PM2.5 and NO2 exposures may be associated with modest increases in early behavioral problems, potentially affecting many children given widespread exposure.
PMID: 42132953
ISSN: 1520-5851
CID: 6036922
Prenatal and childhood exposure to common plasticizers in relation to emotional and behavioral development through adolescence
Meerts, Lilly; El Marroun, Hanan; Mou, Yuchan; Liu, Mengling; Trasande, Leonardo; Tiemeier, Henning; Kannan, Kurunthachalam; Jaddoe, Vincent W V; White, Tonya; Ghassabian, Akhgar
BACKGROUND:Individuals are ubiquitously exposed to bisphenols and phthalates, common plasticizers that may affect neurodevelopment. We examined associations of prenatal and childhood bisphenol and phthalate exposure with internalizing and externalizing problems from early childhood through adolescence. METHODS:Within the Generation R study, prenatal urinary concentrations of bisphenol A (BPA) and phthalate metabolites were assessed in early, mid- and late pregnancy and in childhood at age 6 years. Pregnancy levels were averaged and used in analyses. Internalizing and externalizing problems were reported by parents at child age 3, 6, 10 and 14 years and by children at ages 10 and 14 years. Mother-child dyads with at least one prenatal exposure measure and one internalizing or externalizing problem score during follow-up were included (n = 1361). Among children with childhood exposure measures, n = 651 had at least one internalizing or externalizing problem score. Associations were examined using linear mixed models. Mixture analysis was performed for self-reported scores at age 14 with G-computation. FINDINGS/RESULTS: = 0.12, 95%CI: 0.04, 0.20). No associations with BPA were found. G-computation showed positive, but non-significant, associations for the same metabolites as in single chemical analyses. CONCLUSIONS:Associations of BPA and phthalate exposure with internalizing and externalizing problem scores in adolescents were largely null, associations with childhood phthalate exposure were less consistent and harder to interpret.
PMID: 42119200
ISSN: 1879-1026
CID: 6036622
A cross-sectional examination of immune adaptations during pregnancy in the ECHO Cohort
Banker, Sarah M; Shapiro-Thompson, Rosa; Sinsel, Sarah; Ghassabian, Akhgar; Douglas, Christian; Nelson, Morgan E; Peterson, Lisa A; Thyagarajan, Bharat; Morales, Santiago; Hockett, Christine W; Elliott, Amy J; Giamberardino, Stephanie N; Shuffrey, Lauren C
BACKGROUND/UNASSIGNED:Pregnancy requires finely tuned immune changes that support implantation, placental development, maternal-fetal tolerance, and preparation for labor, yet the normative trajectories of circulating inflammatory proteins across gestation remain poorly defined. This cross-sectional study investigates how circulating inflammatory proteins vary with gestational age in pregnancy and examines the impacts of fundamental biological characteristics, such as gravidity and fetal sex. METHODS/UNASSIGNED:Data were drawn from 1154 pregnant individuals from six study sites of the National Institutes of Health Environmental influences on Child Health Outcomes (ECHO) Cohort. We used Olink high-throughput proteomic profiling to map cross-sectional associations between protein expression levels and gestational age at blood draw using linear, spline-based, and generalized additive modeling approaches. RESULTS/UNASSIGNED:Generalized additive models provided the best fit, revealing that immune changes across pregnancy were predominantly nonlinear. Sixty-one proteins showed significant associations with gestational age, with many exhibiting shared inflection points that aligned with major physiological transitions. A small subset of proteins also showed evidence of modification by fetal and maternal characteristics. CD244 displayed different gestational patterns by fetal sex, while CST5 and SIRT2 showed varied gestational associations by maternal gravidity. CONCLUSION/UNASSIGNED:The findings highlight pregnancy as a sequence of coordinated immune transitions rather than a simple linear shift and provide one of the most detailed characterizations to date of circulating inflammatory protein dynamics across human gestation. Establishing these normative trajectories offers a crucial reference for detecting early deviations that may signal risk for pregnancy complications and for identifying biomarkers in maternal and fetal health research.
PMID: 41948337
ISSN: 1664-3224
CID: 6025342
Prenatal phthalate and bisphenol exposure and gestational diabetes mellitus: a birth cohort study in New York City
Ard, Natasha; Baghsheikhi, Hediyeh; Shahin, Sarvenaz; Albergamo, Vittorio; Cowell, Whitney; Kahn, Linda G; Kannan, Kurunthachalam; Long, Sara; Ghassabian, Akhgar; Mehta-Lee, Shilpi; Trasande, Leonardo
CONTEXT/UNASSIGNED:Plasticizers such as bisphenols and phthalates are endocrine-disrupting chemicals and lead to development of metabolic diseases. OBJECTIVE/UNASSIGNED:To examine associations of prenatal exposure to bisphenols and phthalates with metabolic dysfunction. DESIGN/UNASSIGNED:This study was nested in the New York University (NYU) Children's Health and Environment Study, a prospective birth cohort. SETTING/UNASSIGNED:Participants were recruited at three NYU-affiliated hospitals. PATIENTS OR OTHER PARTICIPANTS/UNASSIGNED:Eligible participants were ≥18 years old, <18 weeks pregnant, and had a medically stable pregnancy. EXPOSURES/UNASSIGNED:Twelve phthalate metabolites and two bisphenols were measured in early and mid-pregnancy (<18 and 18-25 weeks) urine samples. Bisphenols were summed, and phthalate metabolites were grouped based by molecular weights and relevant parent compounds. MAIN OUTCOME MEASURES/UNASSIGNED:Logistic and linear regression models assessed chemicals groups' associations with gestational diabetes mellitus (GDM), glucose disturbance (including impaired glucose tolerance (IGT)), and blood glucose response to glucose challenge test (GCT), adjusting for sociodemographic and pregnancy-related factors. RESULTS/UNASSIGNED:Seventy-nine (6.8%) had GDM, 303 (26.1%) had IGT, and blood glucose response to GCT ranged from 22-386 mg/dL. Bisphenol A (BPA) was negatively associated with blood glucose response to GCT (-1.47 [-2.84, -0.10]), while diethylhexyl phthalate (DEHP; 2.67 [0.98, 4.36]) and high molecular weight phthalates (1.94, [0.17, 3.71]) were positively associated with blood glucose response to GCT. DEHP was also linked to glucose disturbance (1.16 [1.02, 1.31]). CONCLUSION/UNASSIGNED:Our findings suggest that phthalate exposure is associated with GDM. Further mechanistic studies are warranted, particularly given the inverse associations with BPA exposure.
PMCID:12910509
PMID: 41710192
ISSN: 2472-1972
CID: 6004942