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Associations of bisphenol and phthalate exposure and anti-Müllerian hormone levels in women of reproductive age
Blaauwendraad, Sophia M; Dykgraaf, Ramon H M; Gaillard, Romy; Liu, Mengling; Laven, Joop S; Jaddoe, Vincent W V; Trasande, Leonardo
BACKGROUND/UNASSIGNED:In women, exposure to endocrine disrupting chemicals might accelerate the depletion of the ovarian reserve and might be associated with accelerative reproductive aging and fertility. We examined the longitudinal associations of exposure to bisphenols and phthalates with anti-Müllerian hormone concentrations. METHODS/UNASSIGNED:Pregnant women of 18 years or older that resided in Rotterdam between 2002 and 2006 were eligible for participation in this longitudinal prospective cohort study. We measured urinary bisphenol and phthalate concentration at three time-points in pregnancy among 1405 women, of whom 1322 women had serum Anti-Müllerian Hormone (AMH) measurements 6 and/or 9 years postpartum. We performed linear regression models to assess the association of urinary bisphenol and phthalate metabolites with AMH after 6 and 9 years, and linear mixed-effect model to assess the association with AMH over time. Models were adjusted for sociodemographic and lifestyle factors. FINDINGS/UNASSIGNED:In our multivariable linear regression models we observed associations of higher urinary pregnancy-averaged mono-isobutyl phthalate (mIBP), mono-(2-ethyl-5-oxohexyl) phthalate (mEOHP), and monobenzyl phthalate (mBzBP) with lower serum AMH after both 6 and 9 years. However, these associations did not remain after adjustment for multiple testing. No significant associations of bisphenol A with AMH were present in our study sample. In our linear mixed-effects models, higher mIBP, mono-(2-ethyl-5-hydroxyhexyl) phthalate (mEHHP), mEOHP, and mBzBP were associated with lower overall AMH levels (differences -0.07 (95% CI -0.13, -0.02), -0.09 (-0.15, -0.02), -0.08 (95% CI -0.14, -0.02), and -0.08 (-0.13, -0.03) μg/L per doubling in mIBP, mEHHP, mEOHP, and mBzBP respectively) (all False Discovery Rate adjusted p-values < 0.05). INTERPRETATION/UNASSIGNED:We identify decreases in indices of ovarian reserve in relationship to prenatal phthalate exposures. Studies are needed replicating our results among large multi-ethnic non-pregnant populations and assessing transgenerational effects of exposure on ovarian reserve. FUNDING/UNASSIGNED:This study was supported by the Erasmus Medical Center and Erasmus University Rotterdam, the Netherlands Organisation for Health Research and Development, the European Research Council, the Dutch Heart Foundation, the Dutch Diabetes Foundation, the European Union's Horizon 2020 Research and Innovation Program, the National Institutes of Health, Ansh Labs Webster, and the Royal Netherlands Academy of Arts and Sciences.
PMCID:11304696
PMID: 39114272
ISSN: 2589-5370
CID: 5730802
Prenatal exposure to non-persistent chemicals and fetal-to-childhood growth trajectories
Bommarito, Paige A; Blaauwendraad, Sophia M; Stevens, Danielle R; van den Dries, Michiel A; Spaan, Suzanne; Pronk, Anjoeka; Tiemeier, Henning; Gaillard, Romy; Trasande, Leonardo; Jaddoe, Vincent V W; Ferguson, Kelly K
INTRODUCTION/BACKGROUND:Prenatal exposure to non-persistent chemicals, including organophosphate pesticides, phthalates, and bisphenols, is associated with altered fetal and childhood growth. Few studies have examined these associations using longitudinal growth trajectories or considering exposure to chemical mixtures. METHODS:Among 777 participants from the Generation R Study, we used growth mixture models to identify weight and body mass index (BMI) trajectories using weight and height measures collected from the prenatal period to age 13. We measured exposure biomarkers for organophosphate pesticides, phthalates, and bisphenols in maternal urine at three timepoints during pregnancy. Multinomial logistic regression was used to estimate associations between averaged exposure biomarker concentrations and growth trajectories. We used quantile g-computation to estimate joint associations with growth trajectories. RESULTS:Phthalic acid (OR: 1.4, 95% CI: 1.01, 1.9) and bisphenol A (BPA; OR: 1.5, 95% CI: 1.0, 2.2) were associated with higher odds of a growth trajectory characterized by smaller prenatal and larger childhood weight relative to a referent trajectory of larger prenatal and average childhood weight. Biomarkers of organophosphate pesticides, individually and jointly, were associated with lower odds of a growth trajectory characterized by average prenatal and lower childhood weight. CONCLUSIONS:Exposure to phthalates and BPA was positively associated with a weight trajectory characterized by lower prenatal and higher childhood weight, while exposure to organophosphate pesticides was negatively associated with a trajectory of average prenatal and lower childhood weight. This study is consistent with the hypothesis that non-persistent chemical exposures disrupt growth trajectories from the prenatal period through childhood.
PMID: 39042458
ISSN: 1531-5487
CID: 5696002
Elevated thyroid manganese reduces thyroid iodine to induce hypothyroidism in mice, but not rats, lacking SLC30A10 transporter
Hutchens, Steven; Melkote, Ashvini; Jursa, Thomas; Shawlot, William; Trasande, Leonardo; Smith, Donald R; Mukhopadhyay, Somshuvra
Elevated manganese (Mn) accumulates in the brain and induces neurotoxicity. SLC30A10 is a Mn efflux transporter that controls body Mn levels. We previously reported that full-body Slc30a10 knockout mice: (1) recapitulate the body Mn retention phenotype of humans with loss-of-function SLC30A10 mutations; and (2) unexpectedly, develop hypothyroidism induced by Mn accumulation in the thyroid, which reduces intra-thyroid thyroxine. Subsequent analyses of National Health and Nutrition Examination Survey data identified an association between serum Mn and subclinical thyroid changes. The emergence of thyroid deficits as a feature of Mn toxicity suggests that changes in thyroid function may be an underappreciated, but critical, modulator of Mn-induced disease. To better understand the relationship between thyroid function and Mn toxicity, here we further defined the mechanism of Mn-induced hypothyroidism using mouse and rat models. Slc30a10 knockout mice exhibited a profound deficit in thyroid iodine levels that occurred contemporaneously with increases in thyroid Mn and preceded the onset of overt hypothyroidism. Wild-type Mn-exposed mice also exhibited increased thyroid Mn levels, an inverse correlation between thyroid Mn and iodine levels, and subclinical hypothyroidism. In contrast, thyroid iodine levels were unaltered in newly-generated Slc30a10 knockout rats despite an increase in thyroid Mn, and the knockout rats were euthyroid. Thus, Mn-induced thyroid dysfunction in genetic or Mn exposure-induced mouse models occurs due to a reduction in thyroid iodine subsequent to an increase in thyroid Mn. Moreover, rat and mouse thyroids have differential sensitivities to Mn, which may impact the manifestations of Mn-induced disease in these routinely-used animal models.
PMID: 38866719
ISSN: 1756-591x
CID: 5669162
Associations between neighborhood characteristics and child well-being before and during the COVID-19 pandemic: A repeated cross-sectional study in the Environmental influences on Child Health Outcomes (ECHO) program
Zhang, Xueying; Blackwell, Courtney K; Moore, Janet; Liu, Shelley H; Liu, Chang; Forrest, Christopher B; Ganiban, Jody; Stroustrup, Annemarie; Aschner, Judy L; Trasande, Leonardo; Deoni, Sean C L; Elliott, Amy J; Angal, Jyoti; Karr, Catherine J; Lester, Barry M; McEvoy, Cindy T; O'Shea, T Michael; Fry, Rebecca C; Shipp, Gayle M; Gern, James E; Herbstman, Julie; Carroll, Kecia N; Teitelbaum, Susan L; Wright, Robert O; Wright, Rosalind J; ,
The corona virus disease (COVID-19) pandemic disrupted daily life worldwide, and its impact on child well-being remains a major concern. Neighborhood characteristics affect child well-being, but how these associations were affected by the pandemic is not well understood. We analyzed data from 1039 children enrolled in the Environmental influences on Child Health Outcomes Program whose well-being was assessed using the Patient-Reported Outcomes Measurement Information System Global Health questionnaire and linked these data to American Community Survey (ACS) data to evaluate the impacts of neighborhood characteristics on child well-being before and during the pandemic. We estimated the associations between more than 400 ACS variables and child well-being t-scores stratified by race/ethnicity (non-Hispanic white vs. all other races and ethnicities) and the timing of outcome data assessment (pre-vs. during the pandemic). Network graphs were used to visualize the associations between ACS variables and child well-being t-scores. The number of ACS variables associated with well-being t-scores decreased during the pandemic period. Comparing non-Hispanic white with other racial/ethnic groups during the pandemic, different ACS variables were associated with child well-being. Multiple ACS variables representing census tract-level housing conditions and neighborhood racial composition were associated with lower well-being t-scores among non-Hispanic white children during the pandemic, while higher percentage of Hispanic residents and higher percentage of adults working as essential workers in census tracts were associated with lower well-being t-scores among non-white children during the same study period. Our study provides insights into the associations between neighborhood characteristics and child well-being, and how the COVID-19 pandemic affected this relationship.
PMID: 38548252
ISSN: 1096-0953
CID: 5738432
Evaluating associations of bisphenol and phthalate exposure with time to pregnancy and subfecundity in a New York City pregnancy cohort
Charifson, Mia; Seok, Eunsil; Wang, Yuyan; Mehta-Lee, Shilpi S; Gordon, Rachel; Liu, Mengling; Trasande, Leonardo; Kahn, Linda G
It is important to understand the impact of consumer chemical exposure and fecundity, a couple's measure of probability of successful conception, given approximately 15% of couples experience infertility. Prior research has generally found null associations between bisphenol and phthalate exposure and fecundability, measured via time to pregnancy (TTP). However, this research has not been updated with current chemical exposures and have often lacked diversity in their study populations. We evaluated the associations between common bisphenol and phthalate chemical exposure groups and TTP as well as subfecundity (TTP>12 months) in the New York University Children's Health Study, a diverse pregnancy cohort from 2016 onward. Using first-trimester spot-urine samples to measure chemical exposure and self-reported TTP from first-trimester questionnaires, we observed a significant adverse association between total bisphenol exposure and certain phthalate groups on TTP and odds of subfecundity. Furthermore, in a mixtures analysis to explore the joint effects of the chemical groups on the outcomes, we found evidence of a potential interaction between total bisphenol exposure and low-molecular weight phthalates on TTP. Future research should continue to update our knowledge regarding the complex and potentially interacting effects of these chemicals on reproductive health.
PMID: 38830524
ISSN: 1873-6424
CID: 5665072
Reproducibility between preschool and school-age Social Responsiveness Scale forms in the Environmental influences on Child Health Outcomes program
Patti, Marisa A; Croen, Lisa A; Dickerson, Aisha S; Joseph, Robert M; Ames, Jennifer L; Ladd-Acosta, Christine; Ozonoff, Sally; Schmidt, Rebecca J; Volk, Heather E; Hipwell, Alison E; Magee, Kelsey E; Karagas, Margaret; McEvoy, Cindy; Landa, Rebecca; Elliott, Michael R; Mitchell, Daphne Koinis; D'Sa, Viren; Deoni, Sean; Pievsky, Michelle; Wu, Pei-Chi; Barry, Fatoumata; Stanford, Joseph B; Bilder, Deborah A; Trasande, Leonardo; Bush, Nicole R; Lyall, Kristen; ,
Evidence suggests core autism trait consistency in older children, but development of these traits is variable in early childhood. The Social Responsiveness Scale (SRS) measures autism-related traits and broader autism phenotype, with two age-dependent forms in childhood (preschool, 2.5-4.5 years; school age, 4-18 years). Score consistency has been observed within forms, though reliability across forms has not been evaluated. Using data from the Environmental Influences on Child Health Outcomes (ECHO) program (n = 853), preschool, and school-age SRS scores were collected via maternal report when children were an average of 3.0 and 5.8 years, respectively. We compared reproducibility of SRS total scores (T-scores) and agreement above a clinically meaningful cutoff (T-scores ≥ 60) and examined predictors of discordance in cutoff scores across forms. Participant scores across forms were similar (mean difference: 3.3 points; standard deviation: 7), though preschool scores were on average lower than school-age scores. Most children (88%) were classified below the cutoff on both forms, and overall concordance was high (92%). However, discordance was higher in cohorts following younger siblings of autistic children (16%). Proportions of children with an autism diagnoses were also higher among those with discordant scores (27%) than among those with concordant scores (4%). Our findings indicate SRS scores are broadly reproducible across preschool and school-age forms, particularly for capturing broader, nonclinical traits, but also suggest that greater variability of autism-related traits in preschool-age children may reduce reliability with later school-age scores for those in the clinical range.
PMID: 38794898
ISSN: 1939-3806
CID: 5655272
Environmental Exposures and Pediatric Cardiology: A Scientific Statement From the American Heart Association
Zachariah, Justin P; Jone, Pei-Ni; Agbaje, Andrew O; Ryan, Heather H; Trasande, Leonardo; Perng, Wei; Farzan, Shohreh F; ,
Environmental toxicants and pollutants are causes of adverse health consequences, including well-established associations between environmental exposures and cardiovascular diseases. Environmental degradation is widely prevalent and has a long latency period between exposure and health outcome, potentially placing a large number of individuals at risk of these health consequences. Emerging evidence suggests that environmental exposures in early life may be key risk factors for cardiovascular conditions across the life span. Children are a particularly sensitive population for the detrimental effects of environmental toxicants and pollutants given the long-term cumulative effects of early-life exposures on health outcomes, including congenital heart disease, acquired cardiac diseases, and accumulation of cardiovascular disease risk factors. This scientific statement highlights representative examples for each of these cardiovascular disease subtypes and their determinants, focusing specifically on the associations between climate change and congenital heart disease, airborne particulate matter and Kawasaki disease, blood lead levels and blood pressure, and endocrine-disrupting chemicals with cardiometabolic risk factors. Because children are particularly dependent on their caregivers to address their health concerns, this scientific statement highlights the need for clinicians, research scientists, and policymakers to focus more on the linkages of environmental exposures with cardiovascular conditions in children and adolescents.
PMID: 38618723
ISSN: 1524-4539
CID: 5738472
Birth outcomes in relation to neighborhood food access and individual food insecurity during pregnancy in the Environmental Influences on Child Health Outcomes (ECHO)-wide cohort study
Aris, Izzuddin M; Lin, Pi-I D; Wu, Allison J; Dabelea, Dana; Lester, Barry M; Wright, Rosalind J; Karagas, Margaret R; Kerver, Jean M; Dunlop, Anne L; Joseph, Christine Lm; Camargo, Carlos A; Ganiban, Jody M; Schmidt, Rebecca J; Strakovsky, Rita S; McEvoy, Cindy T; Hipwell, Alison E; O'Shea, Thomas Michael; McCormack, Lacey A; Maldonado, Luis E; Niu, Zhongzheng; Ferrara, Assiamira; Zhu, Yeyi; Chehab, Rana F; Kinsey, Eliza W; Bush, Nicole R; Nguyen, Ruby Hn; Carroll, Kecia N; Barrett, Emily S; Lyall, Kristen; Sims-Taylor, Lauren M; Trasande, Leonardo; Biagini, Jocelyn M; Breton, Carrie V; Patti, Marisa A; Coull, Brent; Amutah-Onukagha, Ndidiamaka; Hacker, Michele R; James-Todd, Tamarra; Oken, Emily; ,; ,; ,; ,
BACKGROUND:Limited access to healthy foods, resulting from residence in neighborhoods with low-food access or from household food insecurity, is a public health concern. Contributions of these measures during pregnancy to birth outcomes remain understudied. OBJECTIVES:We examined associations between neighborhood food access and individual food insecurity during pregnancy with birth outcomes. METHODS:We used data from 53 cohorts participating in the nationwide Environmental Influences on Child Health Outcomes-Wide Cohort Study. Participant inclusion required a geocoded residential address or response to a food insecurity question during pregnancy and information on birth outcomes. Exposures include low-income-low-food-access (LILA, where the nearest supermarket is >0.5 miles for urban or >10 miles for rural areas) or low-income-low-vehicle-access (LILV, where few households have a vehicle and >0.5 miles from the nearest supermarket) neighborhoods and individual food insecurity. Mixed-effects models estimated associations with birth outcomes, adjusting for socioeconomic and pregnancy characteristics. RESULTS:Among 22,206 pregnant participants (mean age 30.4 y) with neighborhood food access data, 24.1% resided in LILA neighborhoods and 13.6% in LILV neighborhoods. Of 1630 pregnant participants with individual-level food insecurity data (mean age 29.7 y), 8.0% experienced food insecurity. Residence in LILA (compared with non-LILA) neighborhoods was associated with lower birth weight [β -44.3 g; 95% confidence interval (CI): -62.9, -25.6], lower birth weight-for-gestational-age z-score (-0.09 SD units; -0.12, -0.05), higher odds of small-for-gestational-age [odds ratio (OR) 1.15; 95% CI: 1.00, 1.33], and lower odds of large-for-gestational-age (0.85; 95% CI: 0.77, 0.94). Similar findings were observed for residence in LILV neighborhoods. No associations of individual food insecurity with birth outcomes were observed. CONCLUSIONS:Residence in LILA or LILV neighborhoods during pregnancy is associated with adverse birth outcomes. These findings highlight the need for future studies examining whether investing in neighborhood resources to improve food access during pregnancy would promote equitable birth outcomes.
PMCID:11130689
PMID: 38431121
ISSN: 1938-3207
CID: 5691722
Perinatal Outcomes during versus Prior to the COVID-19 Pandemic and the Role of Maternal Depression and Perceived Stress: A Report from the ECHO Program
McKee, Kimberly S; Tang, Xiaodan; Tung, Irene; Wu, Guojing; Alshawabkeh, Akram N; Arizaga, Jessica A; Bastain, Theresa M; Brennan, Patricia A; Breton, Carrie V; Camargo, Carlos A; Cioffi, Camille C; Cordero, Jose F; Dabelea, Dana; Deutsch, Arielle R; Duarte, Cristiane S; Dunlop, Anne L; Elliott, Amy J; Ferrara, Assiamira; Karagas, Margaret R; Lester, Barry; McEvoy, Cindy T; Meeker, John; Neiderhiser, Jenae M; Herbstman, Julie; Trasande, Leonardo; O'Connor, Thomas G; Hipwell, Alison E; Comstock, Sarah S; ,
OBJECTIVE: We sought to evaluate the impact of the coronavirus disease 2019 (COVID-19) pandemic on perinatal outcomes while accounting for maternal depression or perceived stress and to describe COVID-specific stressors, including changes in prenatal care, across specific time periods of the pandemic. STUDY DESIGN/METHODS: = 1,490) responded to a COVID-19 questionnaire. Psychosocial stress was defined using prenatal screening for depression and perceived stress. Propensity-score matching and general estimating equations with robust variance estimation were used to estimate the pandemic's effect on birth outcomes. RESULTS: = 0.041). More women who gave birth early in the pandemic reported being moderately or extremely distressed about changes to their prenatal care and delivery (45%) compared with those who delivered later in the pandemic. A majority (72%) reported somewhat to extremely negative views of the impact of COVID-19 on their life. CONCLUSION/CONCLUSIONS: In this national cohort, we detected no effect of COVID-19 on prenatal depression or perceived stress. However, experiencing the COVID-19 pandemic in pregnancy was associated with decreases in gestational age at birth, as well as distress about changes in prenatal care early in the pandemic. KEY POINTS/CONCLUSIONS:· COVID-19 was associated with shortened gestations.. · Depression was associated with shortened gestations.. · However, stress during the pandemic remained unchanged.. · Most women reported negative impacts of the pandemic..
PMID: 36781160
ISSN: 1098-8785
CID: 5662882
Bridging Differences in Cohort Analyses of the Relationship between Secondhand Smoke Exposure during Pregnancy and Birth Weight: The Transportability Framework in the ECHO Program
Neophytou, Andreas M; Aalborg, Jenny; Magzamen, Sheryl; Moore, Brianna F; Ferrara, Assiamira; Karagas, Margaret R; Trasande, Leonardo; Dabelea, Dana
BACKGROUND/UNASSIGNED:Estimates for the effects of environmental exposures on health outcomes, including secondhand smoke (SHS) exposure, often present considerable variability across studies. Knowledge of the reasons behind these differences can aid our understanding of effects in specific populations as well as inform practices of combining data from multiple studies. OBJECTIVES/UNASSIGNED:This study aimed to assess the presence of effect modification by measured sociodemographic characteristics on the effect of SHS exposure during pregnancy on birth weights that may drive differences observed across cohorts. We also aimed to quantify the extent to which differences in the cohort mean effects observed across cohorts in the Environmental influences on Child Health Outcomes (ECHO) consortium are due to differing distributions of these characteristics. METHODS/UNASSIGNED:We assessed the presence of effect modification and transportability of effect estimates across five ECHO cohorts in a total of 6,771 mother-offspring dyads. We assessed the presence of effect modification via gradient boosting of regression trees based on the H-statistic. We estimated individual cohort effects using linear models and targeted maximum likelihood estimation (TMLE). We then estimated transported effects from one cohort to each of the remaining cohorts using a robust nonparametric estimation approach relying on TMLE estimators and compared them to the original effect estimates for these cohorts. RESULTS/UNASSIGNED: DISCUSSION/UNASSIGNED:Our findings of weak to moderate evidence of effect modification and transportability indicate that unmeasured individual-level and contextual factors and sources of bias may be responsible for differences in the effect estimates observed across ECHO cohorts. https://doi.org/10.1289/EHP13961.
PMCID:11108581
PMID: 38771935
ISSN: 1552-9924
CID: 5654412