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The Exposome and Human Health [Editorial]

Gago-Ferrero, Pablo; Cousins, Ian; Ghassabian, Akhgar; Lamoree, Marja; Schlenk, Daniel; Toms, Leisa-Maree; Wang, Bin; Zimmerman, Julie
PMID: 39834261
ISSN: 1520-5851
CID: 5802132

Co-occurring Psychopathology in Children With and Without Autism Spectrum Disorder (ASD): Differences by Sex in the ECHO Cohorts

Volk, Heather E; Fortes, Diogo; Musci, Rashelle; Kim, Amanda; Bastain, Theresa M; Camargo, Carlos A; Croen, Lisa A; Dabelea, Dana; Duarte, Cristiane S; Dunlop, Anne L; Gachigi, Kennedy; Ghassabian, Akhgar; Hertz-Picciotto, Irva; Huddleston, Kathi C; Joseph, Robert M; Keating, Daniel; Kelly, Rachel S; Kim, Young Shin; Landa, Rebecca J; Leve, Leslie D; Lyall, Kristen; Northrup, Jessie B; O'Connor, Thomas; Ozonoff, Sally; Ross, Anna; Schmidt, Rebecca J; Schweitzer, Julie B; Shuffrey, Lauren C; Shuster, Coral; Vance, Emily; Weiss, Scott T; Wilkening, Greta; Wright, Robert O
PURPOSE/OBJECTIVE:Our goals were to: 1) examine the occurrence of behavioral and emotional symptoms in children on the autism spectrum in a large national sample, stratifying by sex, and 2) evaluate whether children with increased autism-related social communication deficits also experience more behavioral and emotional problems. METHODS: Participants (n = 7,998) were from 37 cohorts from the Environmental influences on Child Health Outcomes (ECHO) Program. Cross-sectional information on demographic factors, parent-report of an ASD diagnosis by clinician, Social Responsiveness Scale (SRS) scores, and Child Behavior Checklist (CBCL) scores were obtained for children aged 2.5-18 years by surveys. We examined mean differences in CBCL Total Problems and DSM-oriented subscale scores by autism diagnosis and by child sex. Analyses using logistic regression were conducted to examine whether autism was associated with higher CBCL scores. We further examined if these relationships differed by child age category (< 6 years, 6-11 years, 12 + years). The relationships between SRS score and CBCL total and subscale scores were examined using quantile regression models, with analyses adjusted for child sex and age. RESULTS: In ECHO, 553 youth were reported by a parent to have a clinician diagnosis of autism spectrum disorder (ASD) (432 [78%] boys and 121 [22%] girls). Youth on the spectrum had higher mean CBCL raw scores on Total Problems and all DSM-oriented subscales compared to those not on the spectrum (all p < 0.0001). Analyses adjusted for sex and stratified by age group indicated that higher odds of autism diagnosis were associated with total, depression, anxiety, and attention-deficit/hyperactivity disorder (ADHD) scales in the top 30% of the CBCL score distribution. Autistic girls were more likely to have parent-reported depression and anxiety compared to autistic boys. In quantile regression analyses, we observed evidence of stronger associations between SRS and CBCL for those in higher quantiles of CBCL total problems scale score (beta representing 1-unit change in SRS associated with 1-unit increase in CBCL total problems scale score), among children in the 70-90th percentile (β = 1.60, p < 0.01), or top 10th percentile (β = 2.43, p < 0.01) of the CBCL total problems scale score distribution. Similar findings were seen for the DSM-oriented depression, anxiety, and ADHD subscales. CONCLUSION/CONCLUSIONS: Results from this large national sample suggest increased behavioral and emotional problems among autistic children compared to non-autistic children throughout early life. Among children on the spectrum this may warrant increased monitoring for co-occurring behavioral and emotional problems.
PMID: 39762643
ISSN: 1573-3432
CID: 5804942

Prenatal polycyclic aromatic hydrocarbons exposure and child growth and adiposity: A longitudinal study

Shahin, Sarvenaz; Ghassabian, Akhgar; Blaauwendraad, Sophia M; Duh-Leong, Carol; Kannan, Kurunthachalam; Long, Sara E; Herrera, Teresa; Seok, Eunsil; Pierce, Kristyn A; Liu, Mengling; Trasande, Leonardo
BACKGROUND:Exposure to polycyclic aromatic hydrocarbons (PAHs) during childhood has been associated with altered growth and adiposity in children. The effects of prenatal exposure to PAHs on developmental programming of growth and adiposity are still unknown. OBJECTIVE:To study the association of prenatal exposure to PAHs with early childhood growth and adiposity measures. METHODS:In NYU Children's Health and Environment Study (2016-2019), we studied 880 mother-child pairs for maternal urinary PAH metabolites in early, mid, and late pregnancy and measured child weight, length/height, triceps, and subscapular skinfold thicknesses at 1, 2, 3, and 4 years. We used linear mixed models to investigate associations between average pregnancy exposure to PAHs and the z-scores of child repeated measures. The models were adjusted for sociodemographic and health-related factors. RESULTS:Children prenatally exposed to higher levels of PAHs had greater weight and length/height z scores. We found an interaction with time-point of child assessment, showing stronger associations at later ages. For instance, PAH exposure was associated with higher weight z-scores at 3 years: coefficient per Ln-unit increase in 2-NAP=0.25 (95%CI: 0.13, 0.37), 2-PHEN=0.25 (95%CI: 0.11, 0.39), 1-PYR=0.13 (95%CI: 0.02, 0.24), and 4-PHEN=0.09 (95%CI: 0.02, 0.15). Higher concentrations of 2-NAP (coefficient=0.21, 95%CI: 0.11, 0.31), 2-PHEN (coefficient=0.24, 95%CI: 0.12, 0.35), 3-PHEN (coefficient=0.13, 95%CI: 0.02, 0.24]), 4-PHEN (coefficient=0.09, 95%CI: 0.04, 0.15), and 1-PYR (coefficient=0.11, 95%CI: 0.02, 0.21) were associated with higher weight z-score at 4 years. CONCLUSION/CONCLUSIONS:Prenatal PAH exposure may contribute to the developmental programming of growth in childhood.
PMID: 39756778
ISSN: 1096-0953
CID: 5782092

The role of plastics in allergy, immunology, and human health: What the clinician needs to know and can do about it

Trasande, Leonardo
The effects of plastics on human health include allergy, atopy, asthma, and immune disruption, but the consequences of chemicals used in plastic materials span nearly every organ system and age group as well. Behavioral interventions to reduce plastic chemical exposures have reduced exposure in low- and high-income populations, yet health care providers know little about plastic chemical effects and seldom offer steps to patients to limit exposure. Health care facilities also use many products that increase the risk of chemical exposures, particularly for at-risk populations such as children in neonatal intensive care units. Given that disparities in plastic chemical exposure are well documented, collaborative efforts are needed between scientists and health care organizations, to develop products that improve provider knowledge about chemicals used in plastic materials and support the use of safer alternatives in medical devices and other equipment.
PMID: 38945394
ISSN: 1534-4436
CID: 5698192

Associations of prenatal urinary melamine, melamine analogues, and aromatic amines with gestational duration and fetal growth in the ECHO Cohort

Choi, Giehae; Xun, Xiaoshuang; Bennett, Deborah H; Meeker, John D; Morello-Frosch, Rachel; Sathyanarayana, Sheela; Schantz, Susan L; Trasande, Leonardo; Watkins, Deborah; Pellizzari, Edo D; Li, Wenlong; Kannan, Kurunthachalam; Woodruff, Tracey J; Buckley, Jessie P; ,
Melamine, its analogues, and aromatic amines (AAs) were commonly detected in a previous study of pregnant women in the Environmental influences on Child Health Outcomes (ECHO) Cohort. While these chemicals have identified toxicities, little is known about their influences on fetal development. We measured these chemicals in gestational urine samples in 3 ECHO cohort sites to assess associations with birth outcomes (n = 1,231). We estimated beta coefficients and 95% confidence intervals (CIs) using adjusted linear mixed models with continuous dilution-standardized concentrations (log2 transformed and scaled by interquartile range, IQR) or binary indicators for detection. As secondary analyses, we repeated analyses using categorical outcomes. Forty-one of 45 analytes were detected in at least one sample, with > 95 % detection of melamine, cyanuric acid, ammelide, and aniline. Higher melamine concentration was associated with longer gestational age (β^ per IQR increase of log2-transformed: 0.082 [95 % CI: -0.012, 0.177]; 2nd vs 1st tertile: 0.173 [-0.048, 0.394]; 3rd vs 1st tertile: 0.186 [-0.035, 0.407]). Similarly in secondary analyses using categorical outcomes, an IQR increase in log2(melamine) was associated with 1.22 [0.99, 1.50] higher odds of post-term (>40 & ≤42 weeks) as compared to full-term (≥38 & ≤40 weeks). Several AAs were associated with birthweight and gestational length, with the direction of associations varying by AA. Some stronger associations were observed in females. Our findings suggest melamine and its analogs and AAs may influence gestational length and birthweight.
PMID: 39740267
ISSN: 1873-6750
CID: 5781842

Effects of chemical exposures and diet on birth outcomes in a New York City pregnancy cohort: Mediation through favorable fetal growth conditions

Seok, Eunsil; Ghassabian, Akhgar; Wang, Yuyan; Afanasyeva, Yelena; Mehta-Lee, Shilpi S; Kannan, Kurunthachalam; Trasande, Leonardo; Liu, Mengling
BACKGROUND:Fetal growth is shaped by a complex interplay of parental traits, environmental exposures, nutritional intake, and genetic predispositions. In epidemiological research, birth weight is widely used as a proxy of impaired or favorable fetal growth; but it fails to provide a comprehensive measure, particularly if used alone. METHODS:In a cohort of 538 mother-fetal pairs from the New York University Children's Health and Environment Study (NYU CHES), we utilized multiple linear regression and structural equation modeling (SEM) to assess the influence of various determinants-maternal characteristics, chemical exposures, and dietary factors-on fetal growth. To comprehensively evaluate fetal growth, we employed the concept of latent variable Favorable Fetal Growth Conditions (FFGC), together with three observed outcomes: birth weight, birth length, and gestational age. RESULTS:Maternal characteristics such as height, BMI, race/ethnicity, and maternal alcohol intake were significantly associated with birth weight, birth length, and gestational age in both the linear regression and with FFGC in the SEM. However, SEM additionally revealed significant relationships that were not detected by linear regression. Specifically, di(2-ethylhexyl) phthalate (DEHP) latent factor showed a negative association with the FFGC (β=-0.16, 95% confidence interval (CI)=-0.27, -0.04). The diet latent variable positively impacted FFGC (β=0.15, 95% CI=0.04, 0.25), whereas total calorie intake exhibited a negative effect (β=-0.13, 95% CI=-0.22, -0.05). CONCLUSION/CONCLUSIONS:The SEM provided a thorough understanding of the multifaceted pathways through which multiple factors of chemical mixtures, diet intakes, and maternal characteristics affected fetal development, uncovering nuanced associations that were not apparent in direct effects models. Our findings highlight the intricate interplay of maternal characteristics, chemical exposures, and dietary factors in shaping fetal growth.
PMCID:12118982
PMID: 40435315
ISSN: 1932-6203
CID: 5855412

Stability of cytokine and immunoglobulin concentrations in the general population: prepandemic basal concentrations and intraindividual changes until the COVID-19 pandemic

Gasull, Magda; Pumarega, José; Aguilar, Ruth; Campi, Laura; Prieto-Merino, David; Villar-García, Judit; Rius, Cristina; Bolúmar, Francisco; Trasande, Leonardo; Dobaño, Carlota; Moncunill, Gemma; Porta, Miquel
BACKGROUND/UNASSIGNED:While there is wide evidence on concentrations of cytokines in patients attending health care facilities, evidence is scant on physiological, basal concentrations of cytokines in the general population and across sociodemographic groups, as well as on their potential stability over time. Furthermore, from a public health perspective it is remarkable that no studies have analyzed intraindividual changes in such concentrations from before the COVID-19 pandemic until its outbreak. OBJECTIVES/UNASSIGNED:To investigate: (a) prepandemic concentrations of cytokines and immunoglobulins to viral exposures in a general, non-institutionalized population, and their associated sociodemographic variables; (b) the intraindividual change in such concentrations between a prepandemic period (2016-17) and the initial pandemic period (2020-21); and (c) whether such change was similar in participants who in 2020-21 were SARS-CoV-2 seronegative and seropositive, and between participants who did and did not develop COVID-19. METHODS/UNASSIGNED:We conducted a prospective cohort study in 240 individuals from the general population of Barcelona, Spain. Thirty cytokines and 31 immunoglobulins were measured in paired serum samples collected in 2016-17 and 2020-21 in the same individuals. RESULTS/UNASSIGNED:The median value of the relative intraindividual change in cytokine concentrations between 2016 and 2020 was <15% for 29 of the 30 cytokines. A substantial number of participants had an intraindividual increase or decrease ≥15% in some cytokines. No major differences in intraindividual changes of cytokine and immunoglobulin levels between 2016 and 2020 were observed between participants who did and did not develop COVID-19. CONCLUSION/UNASSIGNED:We provide novel information on physiological, basal ex-vivo concentrations of cytokines and immunoglobulins in a general population, which should be relevant for clinical practice and public health. Intraindividual changes in cytokines and immunoglobulins during the 4 years from 2016-17 to 2020-21 were moderate, and they did not differ between participants who in 2020-21 were SARS-CoV-2 seropositive and seronegative, nor between participants who did and did not develop COVID-19 disease. These findings are also novel and relevant for medicine and public health. In particular, the stability in the biomarkers is relevant to assess the role of the immunological and inflammatory state (measured through baseline levels of cytokines and immunoglobulins) in the development of SARS-CoV-2 seropositivity and COVID-19 disease, as well as in the susceptibility to other infections and pathologies.
PMCID:12263939
PMID: 40672932
ISSN: 2296-2565
CID: 5906472

Redlining in New York City: impacts on particulate matter exposure during pregnancy and birth outcomes

Herrera, Teresa; Seok, Eunsil; Cowell, Whitney; Brown, Eric; Magzamen, Sheryl; Ako, Ako Adams; Wright, Rosalind J; Trasande, Leonardo; Ortiz, Robin; Stroustrup, Annemarie; Ghassabian, Akhgar
BACKGROUND:Evidence suggests historical redlining shaped the built environment and health outcomes in urban areas. Only a handful of studies have examined redlining's association with air pollution and adverse birth outcomes in New York City (NYC). Additionally, no NYC-specific studies have examined the impact of redlining on birth weight. METHODS:) exposure during pregnancy using multivariable regression models. Additionally, we examined how maternal residence in a historically redlined neighbourhood during pregnancy influenced birth weight z-score, preterm birth and low birth weight. RESULTS:in our models assessing the relationship between redlining grade and birth outcome, our results did not change. DISCUSSION/CONCLUSIONS:levels today.
PMID: 39242189
ISSN: 1470-2738
CID: 5688422

Prenatal exposure to residential greenness, fetal growth, and birth outcomes: a cohort study in New York City

Heo, Seulkee; Afanasyeva, Yelena; Liu, Mengling; Mehta-Lee, Shilpi; Yang, Wenqing; Trasande, Leonardo; Bell, Michelle L; Ghassabian, Akhgar
Findings for greenspace's impacts on birth outcomes are largely dependent on vegetation indexes. Examinations are needed for various greenspace indicators given varying pathways for fetal development. This prospective cohort study assessed the impacts of prenatal greenspace exposure on preterm birth (PTB), term low birthweight (TLBW), birthweight, and estimated fetal weight (EFW) for pregnant women in the New York City area, 2016-2023 (n=2765). Longitudinal greenspace exposure was measured for residential histories during pregnancy using the Enhanced Vegetation Index (EVI) for 1000m buffers and four park metrics, namely, the total number, sum of area, and the accessibility of parks within residential buffers (500 m) and the distance to the closest park. Multivariable regression models were used to estimate the associations for quartiles of exposure (with the first quartile [Q1] as reference). Greenspace exposure was not associated with TLBW, birthweight, or EFW. Odds ratios of PTB for the Q2, Q3, and Q4 EVI exposure groups compared to the Q1 group were 0.65 (95% CI: 0.43-0.98), 0.51 (0.32-0.80), and 0.56 (0.35-0.90), respectively. PTB risks decreased in higher exposure groups (Q2-Q4) of the total park number. Results indicate the benefits of prenatal greenspace exposure for fetal maturity and neonatal outcomes.
PMID: 39562151
ISSN: 1476-6256
CID: 5758462

Prenatal chemical exposures and the methylome: current evidence and opportunities for environmental epigenetics

Bozack, Anne K; Trasande, Leonardo
Exposure to pollutants and chemicals during critical developmental periods in early life can impact health and disease risk across the life course. Research in environmental epigenetics has provided increasing evidence that prenatal exposures affect epigenetic markers, particularly DNA methylation. In this article, we discuss the role of DNA methylation in early life programming and review evidence linking the intrauterine environment to epigenetic modifications, with a focus on exposure to tobacco smoke, metals, and endocrine-disrupting chemicals. We also discuss challenges and novel approaches in environmental epigenetic research and explore the potential of epigenetic biomarkers in studies of pediatric populations as indicators of exposure and disease risk. Overall, we aim to highlight how advancements in environmental epigenetics may transform our understanding of early-life exposures and inform new approaches for supporting long-term health.
PMID: 39539208
ISSN: 1750-192x
CID: 5753362