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Prenatal exposure to a mixture of non-persistent endocrine-disrupting chemicals and attention and hyperactivity symptoms in children in the ECHO cohort
Herrera, Teresa; Hyman, Sara; Newman, Roger; Dickerson, Aisha S; Quirós-Alcalá, Lesliam; Bennett, Deborah H; Oh, Jiwon; Huerta-Montañez, Gredia; Titus, Andrea R; Díaz, Iván; Watkins, Deborah J; Trasande, Leonardo; Baker, Brennan H; Ferrara, Assiamira; Cassidy-Bushrow, Andrea E; Hazlehurst, Marnie; Ghassabian, Akhgar; ,
OBJECTIVE:To examine the association between prenatal exposure to a mixture of EDCs and attention-deficit/hyperactivity disorder (ADHD) symptoms in children. METHODS:Participating were mother-child pairs from the Environmental influences on Child Health Outcomes (ECHO) Cohort (n = 3,962, 18 Sites, 2001-2021). Maternal spot urine samples collected during pregnancy were sent to the Wadsworth Center Human Health Exposure Analysis Resource laboratory and analyzed using a single assay workflow. From those samples, 24 urinary metabolites of EDCs with detection frequency > 70%, were grouped as molar sum of high- and low-molecular-weight phthalates, polycyclic aromatic hydrocarbons, bisphenol S, organophosphate esters, and organophosphate and pyrethroid pesticides. Child ADHD symptoms were assessed using raw scores from the Child Behavior Checklist for preschool-aged (CBCL/1½-5) and school-aged (CBCL/6-18) Attention-Deficit/Hyperactivity Problems subscale. Scores ≥ the 85th and 95th percentiles were respectively classified as borderline and clinical thresholds. Quantile g-computation estimated the expected change in ADHD outcome associated with a one-quartile increase in all prenatal EDC mixture concentrations, using negative binomial models for raw scores and binomial models for percentile thresholds. RESULTS:Prenatal exposure to the EDC mixture was not associated with child ADHD symptoms in preschool-aged or school-aged children in adjusted models for either continuous raw scores or percentile thresholds. CONCLUSION/CONCLUSIONS:Overall our findings on prenatal EDC mixture exposure and ADHD symptoms were not robust to full adjustment. Future research that can delineate factors such as windows of vulnerability and trajectories of ADHD-related symptoms may help clarify mixed findings in the literature.
PMID: 42727482
ISSN: 1873-6750
CID: 6072277
Prenatal Organophosphate Exposure and Autism-Related Traits in Children
Cavalier, Haleigh M; Volk, Heather E; Kivumbi, Apollo; Liu, Mengling; Lyall, Kristen; Afanasyeva, Yelena; Chen, Yu; Wang, Yuyan; Kannan, Kurunthachalam; Li, Zhongmin; Sherris, Allison R; Croen, Lisa A; Schmidt, Rebecca J; Bennett, Deborah H; Ames, Jennifer L; Breton, Carrie V; Bakian, Amanda V; Bastain, Theresa M; Alkhouri, Nicole B; Eick, Stephanie M; Goodrich, Jaclyn M; Schantz, Susan L; O'Connor, Thomas G; Karagas, Margaret R; Herbstman, Julie B; Trasande, Leonardo; Ghassabian, Akhgar; ,
IMPORTANCE/UNASSIGNED:Organophosphate pesticides (OPs) are established neurotoxicants; prenatal OP exposure is widespread in the US population, primarily through diet. Evidence linking prenatal OP exposure to autism spectrum disorder (ASD) and autism-related traits remains inconsistent. OBJECTIVE/UNASSIGNED:To examine the association between prenatal OP exposure and autism-related traits in childhood and to assess potential differences in the association by child sex and maternal diet. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This pooled prospective cohort study used harmonized data from mother-child pairs from 20 study sites in the Environmental influences on Child Health Outcomes (ECHO) cohort. Participants were recruited from January 1997 through December 2019, and autism-related outcomes were assessed in children ages 2 to 19 years. Data analysis was performed from April 2024 and November 2025. EXPOSURE/UNASSIGNED:Prenatal OP exposure using urinary concentrations of 3,5,6-trichloro-2-pyridinol (TCPy) and the sum of 6 dialkyl phosphate (ΣDAP) metabolites. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Parents reported autism-related traits in children using the Social Responsiveness Scale (SRS). Multivariable linear, quantile, and logistic regression models were used to estimate associations between biomarkers and SRS T scores overall and by child sex, adjusting for maternal sociodemographic and behavioral factors. We further adjusted for dietary factors in additional models and tested effect modification by maternal diet quality in exploratory analyses. RESULTS/UNASSIGNED:Among 3339 mother-child pairs examined, mean (SD) maternal age was 31 (6) years, 1665 children (49.9%) were female, and the SRS was administered at a mean (SD) age of 6.4 (3.87) years. Crude or minimally adjusted models suggested inverse associations between prenatal TCPy or ΣDAP levels and SRS scores, but these associations attenuated and lost statistical significance after full adjustment (β per doubling of TCPy concentration [ng/mL] = -0.13; 95% CI, -0.57 to 0.31; β per doubling of ΣDAP [nmol/L] = -0.42; 95% CI, -1.03 to 0.19). Results were consistent across sex-stratified models, secondary analyses using quantile and logistic regressions, various sensitivity analyses, and after adjustments for dietary confounders. There was no evidence of effect modification by diet quality. CONCLUSIONS AND RELEVANCE/UNASSIGNED:In this large, prospective cohort study among the ECHO cohort, prenatal OP exposure was not associated with autism-related traits in childhood. Given the known adverse impacts of pesticides in other contexts, further research should consider interactions with other factors, genetic susceptibility, higher exposures, or combined chemical mixtures.
PMCID:13504480
PMID: 42636007
ISSN: 2168-6211
CID: 6071753
Prenatal exposure to fluoride in public water and child cognition in the US ECHO cohort, 2006-2019
Simon, Katrina R; Bloomquist, Tessa; Rajeev, Tushara; Hernandez, Alexis; Kulali, Sharon; Burjak, Mohamad; Kress, Amii M; Palmore, Meredith; Akbaryan, Anahid; Sanchez, Tiffany R; Van Horne, Yoshira Ornelas; Shin, Hyeong-Moo; Goin, Dana E; Tamayo-Ortiz, Marcella; Patel, Gaurav; Shuffrey, Lauren C; Ghassabian, Akhgar; Karagas, Margaret R; Leventhal, Bennett; Fry, Rebecca C; Miller, Rachel; Herbstman, Julie; Morales, Santiago; Margolis, Amy E; Nigra, Anne E; Consortium, For The E C H O Cohort
Prior studies suggest fluoride exposure in drinking water above 1500 μg/L is associated with lower child cognition, but evidence is limited at lower exposure levels and in U.S. populations. We evaluated whether prenatal exposure to fluoride in regulated public drinking water was associated with cognition in a pooled U.S. cohort. We analyzed observational data from the Environmental influences on Child Health Outcomes (ECHO) Cohort, including 2514 children born 2006-2019 across 17 sites in 23 states. Individual prenatal time-weighted average public water fluoride concentrations were estimated by linking census tract-level concentrations to residential addresses across pregnancy. Fluid and crystallized cognition were assessed using NIH Toolbox scores. Generalized estimating equation models estimated adjusted mean differences using restricted cubic spline and linear change-point models. Individual prenatal time-weighted average water fluoride concentrations ranged from < 1.0-1940.0 μg/L (mean = 396.9 μg/L). Cubic spline models showed significant inverse associations for fluid cognition above 1107.0 μg/L. Linear change-point models identified 675 μg/L as the best-fitting change-point for fluid cognition; above this value, fluid scores were 0.67 points lower (95% CI, -0.92, -0.42) per 100 μg/L higher fluoride. These findings indicate that prenatal fluoride exposure in regulated public water is nonlinearly associated with lower fluid cognition scores in U.S. children at concentrations below current WHO and U.S. EPA thresholds.
PMID: 42596505
ISSN: 1476-6256
CID: 6071303
Prenatal targeted maternal pregnancy metabolomic profiles, child emotional and behavioral problems, and autism related traits in the NYU CHES cohort
Cavalier, Haleigh; Volk, Heather; Afanasyeva, Yelena; Sumner, Susan; McRitchie, Susan; Coble, Rachel; Chen, Yu; Liu, Mengling; Trasande, Leonardo; Ghassabian, Akhgar
The prenatal period is a critical window for neurodevelopment, during which maternal metabolic processes are increasingly recognized to shape later behavioral and autism-related traits. We examined associations between targeted maternal urinary metabolomic profiles across pregnancy and preschool emotional, behavioral, and autism-related outcomes in the New York University Children's Health and Environment Study (NYU CHES), a large prospective birth cohort. Targeted metabolomics was conducted on maternal urine samples collected in early, mid, and late pregnancy. Child outcomes were assessed at a mean age of 2.3 years using the Child Behavior Checklist (CBCL) total and DSM-5-oriented autism spectrum disorder (ASD) subscale scores. We applied two-stage mixed-effects models to assess overall pregnancy metabolite levels and timepoint-specific negative binomial models to evaluate trimester-specific associations, with covariate adjustment, sex-stratification, and false discovery rate (FDR) correction. Few associations were observed two-stage models. In timepoint-specific analyses, a robust sex- and timing-specific association emerged: among males, higher third-trimester urinary lysoPC a C26:1 was associated with lower CBCL total and ASD subscale scores, surviving stringent FDR correction and remaining robust after adjustment for maternal diet quality. Additional associations involving taurine, inflammatory markers, and acylcarnitines were observed primarily in sex-stratified or diet-adjusted models but were less robust to multiple testing correction. These findings suggest that prenatal metabolic profiles, particularly lipid- and mitochondrial energy-related pathways in late gestation, may contribute to early behavioral and autism-related traits in a sex-specific manner, underscoring the importance of exposure timing and maternal metabolism in the etiology of neurodevelopmental outcomes.
PMID: 42595836
ISSN: 1476-5578
CID: 6071300
Exposure to Organophosphate Ester Flame Retardants and Plasticizers during Pregnancy and Autism-Related Outcomes in the ECHO Cohort
Ames, Jennifer L; Ferrara, Assiamira; Feng, Juanran; Alexeeff, Stacey; Avalos, Lyndsay A; Barrett, Emily S; Bastain, Theresa M; Bennett, Deborah H; Buckley, Jessie P; Carignan, Courtney C; Cintora, Patricia; Ghassabian, Akhgar; Hedderson, Monique M; Hernandez-Castro, Ixel; Kannan, Kurunthachalam; Karagas, Margaret R; Karr, Catherine J; Kuiper, Jordan R; Liang, Donghai; Lyall, Kristen; McEvoy, Cindy T; Morello-Frosch, Rachel; O'Connor, Thomas G; Oh, Jiwon; Peterson, Alicia K; Quiros-Alcala, Lesliam; Sathyanarayana, Sheela; Schantz, Susan; Schmidt, Rebecca J; Starling, Anne P; Woodruff, Tracey J; Volk, Heather E; Zhu, Yeyi; Croen, Lisa A; ,
BACKGROUND:We investigated whether OPE urinary concentrations during pregnancy were associated with child's autism-related outcomes. METHODS:We included 4159 mother-child pairs from 15 cohorts in the NIH Environmental influences on Child Health Outcomes (ECHO) Consortium, with children born from 2006-2020 (median age [interquartile range]: 6 [4,10] years). Nine OPE biomarkers were measured in urine samples collected mid- to late pregnancy. Dilution-adjusted biomarkers were modeled continuously, categorically (high [>median], moderate [≤median], nondetect), or as detect/nondetect depending on their detection frequency. We assessed child autism-related traits via a) parent report on the Social Responsiveness Scale (SRS) and b) clinical autism diagnosis. We examined associations of OPEs with child outcomes, including modification by child sex, using generalized estimating equations to account for clustering by ECHO cohort. RESULTS:Compared with nondetectable concentrations, high exposure to bis-(butoxyethyl) phosphate (BBOEP) was associated with higher autistic trait scores (adj-β 0.97, 95% confidence interval [CI]: 0.42, 1.52) and greater odds of autism diagnosis (adjusted odds ratio [adj-OR]: 1.27, 95% CI: 1.07, 1.50). Bis-(1-chloro-2-propyl) phosphate (BCPP) showed associations with autistic trait scores (BCPP adj-β for high exposure vs nondetect: 0.34, 95% CI: -0.46, 1.13; BCPP adj-β for moderate exposure vs nondetect: 0.72, 95% CI: 0.24, 1.20). High exposure to bis-(2-chloroethyl) phosphate (BCETP) was associated with lower odds of autism diagnosis (adj-OR: 0.76, 95% CI: 0.60, 0.95). Other OPEs showed no associations in adjusted models. Associations between BBOEP and higher autistic trait scores were stronger in males than females. DISCUSSION:Prenatal exposure to OPEs, specifically BCPP and BBOEP, may be associated with a higher risk of autism diagnosis and related traits in childhood.
PMCID:13445271
PMID: 42564610
ISSN: 1552-9924
CID: 6070865
Loneliness and Bullying by Siblings in Gender-Diverse Adolescents: Results From the Population-Based Generation R Study
Xerxa, Yllza; Ghassabian, Akhgar; Hillegers, Manon H J; Agulleiro, Luis Martinez; Jansen, Pauline W; Busa, Samantha; Castellanos, Francisco Xavier; White, Tonya
OBJECTIVE/UNASSIGNED:Gender-diverse individuals often face a burden of poor mental health. This study examined whether gender-diverse experiences were associated with higher levels of loneliness in adolescents, over and above depression and anxiety, and how family environmental factors, including maladaptive parenting, being bullied by a sibling at home (victimization), and bullying a sibling at home (perpetration), moderate the associations between gender-diverse and loneliness experiences among 4,424 adolescents in a population-based cohort. METHOD/UNASSIGNED:This cross-sectional study was embedded in Generation R, a multiethnic population-based cohort from fetal life onward. Adolescents with information on self-reported or parent-reported gender diversity and loneliness at ages 13 to 15 years were included. RESULTS/UNASSIGNED:s > .10). CONCLUSION/UNASSIGNED:Gender diversity is associated with higher levels of loneliness in adolescents. Being a target of bullying modified the association of gender diversity with loneliness experiences, suggesting that gender-diverse adolescents who are bullied by siblings experience particularly higher levels of loneliness.
PMCID:13420606
PMID: 42534685
ISSN: 2949-7329
CID: 6070474
Exposure to legacy and replacement PFAS including perfluorobutanesulfonic acid (PFBS) in a New York City-based pregnancy cohort
Medley, Eleanor A; Nguyen, Duong Q; Nigra, Anne E; Padula, Amy M; Huset, Carin A; Barry, Kitrina M; Peterson, Lisa A; Albergamo, Vittorio; Liu, Mengling; Ghassabian, Akhgar; Kahn, Linda G; Trasande, Leonardo; Cowell, Whitney
Relatively few epidemiologic studies in the US have measured the short-chain replacement per- or polyfluoroalkyl substance (PFAS) perfluorobutanesulfonic acid (PFBS), and little is known about its health impacts. We measured prenatal serum concentrations of 13 PFAS, including PFBS, among 500 participants in the New York University Children's Health and Environment Study (NYU CHES) between 2016 and 2019. We investigated associations of PFAS exposures with demographic characteristics, including location of residence, and conducted an exploratory factor analysis to investigate common sources of exposure. PFBS concentrations were quantified in 95.6% of samples (median 0.40 ng/mL), which was unexpectedly higher than serum PFBS concentrations reported in other US-based cohorts. PFBS concentrations were not correlated with other PFAS, though they were positively correlated with each other. Unlike other PFAS, PFBS concentrations were not associated with participant characteristics, and there was no evidence for spatial autocorrelation. The changing PFAS exposure landscape warrants further investigation into the health effects of short-chain replacements, particularly in vulnerable populations.
PMID: 42462993
ISSN: 1096-0953
CID: 6067192
Associations of Glyphosate Exposure in Pregnancy with Preterm Birth: a Longitudinal Birth Cohort Study
Herrera, Teresa; Fragoman, Fiona; Ghassabian, Akhgar; Cowell, Whitney; Cajachagua Torres, Kim N; Ard, Natasha; Kannan, Kurunthachalam; Li, Zhongmin; Mehta-Lee, Shilpi; Liu, Mengling; Burris, Heather H; Trasande, Leonardo
BACKGROUND:Emerging data suggests that glyphosate, a non-selective herbicide, can influence reproductive health. We investigated associations of prenatal exposure to glyphosate and aminomethylphosphonic acid (AMPA), with preterm birth and its subtypes. METHODS:We used data from the NYU Children's Health and Environmental Study, a prospective birth cohort in New York City (2016-2019). Participants (n=1450) provided urine samples at 4 to <18 weeks and 18 to 25 weeks gestation. Exposure was adjusted for creatinine and natural log transformed. Preterm birth was defined as a birth occurring before 37 weeks of gestation. We also explored preterm birth subtypes, spontaneous preterm births and medically indicated preterm births as secondary outcomes. To examine associations between glyphosate and AMPA at both timepoints with preterm birth, we used generalized estimating equations with a logit link function. RESULTS:Overall, 7% (n=103) of births were preterm. Glyphosate concentrations at 18-25 weeks was associated with preterm birth (OR: 1.35, 95% CI: 1.04, 1.76) and spontaneous preterm birth (OR: 2.01, 95% CI: 1.40, 2.90). AMPA was not associated with preterm birth in any model. CONCLUSIONS:These results support evidence that glyphosate may act upon pathways leading to preterm birth and spontaneous preterm birth. Our study highlights pregnancy as a vulnerable period to glyphosate exposure.
PMID: 42448271
ISSN: 1873-6424
CID: 6066702
Prenatal Air Pollution Exposure and Autism Spectrum Disorder in the ECHO Consortium
Ghassabian, Akhgar; Dickerson, Aisha S; Wang, Yuyan; Braun, Joseph M; Bennett, Deborah H; Croen, Lisa A; LeWinn, Kaja Z; Burris, Heather H; Habre, Rima; Lyall, Kristen; Frazier, Jean A; Glass, Hannah C; Hooper, Stephen R; Joseph, Robert M; Karr, Catherine J; Schmidt, Rebecca J; Friedman, Chloe; Karagas, Margaret R; Stroustrup, Annemarie; Straughen, Jennifer K; Dunlop, Anne L; Ganiban, Jody M; Leve, Leslie D; Wright, Rosalind J; McEvoy, Cindy T; Hipwell, Alison E; Giardino, Angelo P; Santos, Hudson P; Krause, Hannah; Oken, Emily; Camargo, Carlos A; Oh, Jiwon; Loftus, Christine; O'Shea, T Michael; O'Connor, Thomas G; Szpiro, Adam; Volk, Heather E
PMCID:13347653
PMID: 42428257
ISSN: 1552-9924
CID: 6064232
Prenatal Smoking Exposures and Epigenome-Wide Methylation in Newborn Blood
Hoang, Thanh T; Cosin-Tomas, Marta; Lee, Yunsung; Monasso, Giulietta; Xu, Zongli; Li, Sebastian Shaobo; Zeng, Xuehuo; Starling, Anne P; Reimann, Brigitte; Röder, Stefan; Zillich, Lea; Jima, Dereje D; Thio, Chris H L; Pesce, Giancarlo; Kersten, Elin T G; Breeze, Charles E; Burkholder, Adam B; Lee, Mikyeong; Ward, James M; ,; Alfano, Rossella; Deuschle, Michael; Duijts, Liesbeth; Ghassabian, Akhgar; Herrera, Laura-Concepció Gómez; Jaddoe, Vincent Wv; Motsinger-Reif, Alison A; Lie, Rolv T; Nawrot, Tim S; Page, Christian M; Send, Tabea S; Sharp, Gemma; Stein, Dan J; Streit, Fabian; Sunyer, Jordi; Wilcox, Allen J; Zar, Heather J; Koppelman, Gerard H; Annesi-Maesano, Isabella; Corpeleijn, Eva; Snieder, Harold; Hoyo, Cathrine; Hüls, Anke; Sirignano, Lea; Witt, Stephanie H; Herberth, Gunda; Plusquin, Michelle; Dabelea, Dana; Yeung, Edwina; Wiemels, Joseph L; Richmond, Rebecca C; Taylor, Jack A; Felix, Janine F; Håberg, Siri E; Bustamante, Mariona; London, Stephanie J
PMCID:13347645
PMID: 42428256
ISSN: 1552-9924
CID: 6064222