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Measuring semi-volatile organic compound exposures during pregnancy using silicone wristbands

Samon, Samantha; Herkert, Nicholas; Ghassabian, Akhgar; Liu, Hongxiu; Hammel, Stephanie C; Trasande, Leonardo; Stapleton, Heather M; Hoffman, Kate
Silicone wristbands were utilized as personal passive samplers in a sub-cohort of 92 women, who participated in New York University Children's Health and Environment Study, to assess exposure to semi-volatile organic compounds (SVOCs). Wristbands were analyzed for 77 SVOCs, including halogenated and non-halogenated organophosphate esters (OPEs), polychlorinated biphenyls (PCBs), pesticides, phthalates, and brominated flame retardants (BFRs) (e.g. polybrominated diphenyl ethers (PBDEs)). This study aimed to look for patterns in chemical exposure utilizing participant demographics gathered from a questionnaire, and chemical exposure data across multiple timepoints during pregnancy. Analysis focused on 27 compounds detected in at least 80% of the wristbands examined. The chemicals detected most frequently included two pesticides, eight phthalates, one phthalate alternative, seven BFRs, and nine OPEs, including isopropylated and tert-butylated triarylphosphate esters (ITPs and TBPPs). Co-exposure to different SVOCs was most prominent in compounds that were within the same chemical class or were used in similar consumer applications such as phthalates and OPEs, which are often used as plasticizers. Pre-pregnancy BMI was positively associated with multiple compounds, and there were both positive and negative associations between women's parity and SVOC exposure. Outdoor temperature was not correlated with the wristband concentrations over a five-day sampling period. Lastly, significant and moderately high Intraclass Correlation Coefficient (ICC) (0.66-0.84) values for phthalate measurementsacross pregnancy indicate chronic exposure and suggest that using wristbands during one sampling period may reliably predict exposure. However, multiple sampling periods may be necessary to accurately determine indoor exposure to other SVOCs including OPEs and BFRs.
PMCID:10552498
PMID: 37567263
ISSN: 1879-1298
CID: 5597872

The regulation of endocrine-disrupting chemicals to minimize their impact on health

Duh-Leong, Carol; Maffini, Maricel V; Kassotis, Christopher D; Vandenberg, Laura N; Trasande, Leonardo
Endocrine-disrupting chemicals (EDCs) are substances generated by human industrial activities that are detrimental to human health through their effects on the endocrine system. The global societal and economic burden posed by EDCs is substantial. Poorly defined or unenforced policies can increase human exposure to EDCs, thereby contributing to human disease, disability and economic damage. Researchers have shown that policies and interventions implemented at both individual and government levels have the potential to reduce exposure to EDCs. This Review describes a set of evidence-based policy actions to manage, minimize or even eliminate the widespread use of these chemicals and better protect human health and society. A number of specific challenges exist: defining, identifying and prioritizing EDCs; considering the non-linear or non-monotonic properties of EDCs; accounting for EDC exposure effects that are latent and do not appear until later in life; and updating testing paradigms to reflect 'real-world' mixtures of chemicals and cumulative exposure. A sound strategy also requires partnering with health-care providers to integrate strategies to prevent EDC exposure in clinical care. Critical next steps include addressing EDCs within global policy frameworks by integrating EDC exposure prevention into emerging climate policy.
PMID: 37553404
ISSN: 1759-5037
CID: 5593962

Evaluation of pediatric epigenetic clocks across multiple tissues

Fang, Fang; Zhou, Linran; Perng, Wei; Marsit, Carmen J; Knight, Anna K; Cardenas, Andres; Aung, Max T; Hivert, Marie-France; Aris, Izzuddin M; Goodrich, Jaclyn M; Smith, Alicia K; Gaylord, Abigail; Fry, Rebecca C; Oken, Emily; O'Connor, George; Ruden, Douglas M; Trasande, Leonardo; Herbstman, Julie B; Camargo, Carlos A; Bush, Nicole R; Dunlop, Anne L; Dabelea, Dana M; Karagas, Margaret R; Breton, Carrie V; Ober, Carole; Everson, Todd M; Page, Grier P; Ladd-Acosta, Christine; ,
BACKGROUND:Epigenetic clocks are promising tools for assessing biological age. We assessed the accuracy of pediatric epigenetic clocks in gestational and chronological age determination. RESULTS:Our study used data from seven tissue types on three DNA methylation profiling microarrays and found that the Knight and Bohlin clocks performed similarly for blood cells, while the Lee clock was superior for placental samples. The pediatric-buccal-epigenetic clock performed the best for pediatric buccal samples, while the Horvath clock is recommended for children's blood cell samples. The NeoAge clock stands out for its unique ability to predict post-menstrual age with high correlation with the observed age in infant buccal cell samples. CONCLUSIONS:Our findings provide valuable guidance for future research and development of epigenetic clocks in pediatric samples, enabling more accurate assessments of biological age.
PMCID:10475199
PMID: 37660147
ISSN: 1868-7083
CID: 5610142

Bisphenol and phthalate exposure during pregnancy and the development of childhood lung function and asthma. The Generation R Study

Karramass, Tarik; Sol, Chalana; Kannan, Kurunthachalam; Trasande, Leonardo; Jaddoe, Vincent; Duijts, Liesbeth
BACKGROUND:Fetal exposure to bisphenols and phthalates may lead to alterations in the respiratory and immune system development in children, and to adverse respiratory health. AIM/OBJECTIVE:To study the associations of fetal bisphenols and phthalates exposure with lung function and asthma at age 13 years. STUDY DESIGN AND METHODS/METHODS:This study among 1020 children was embedded in a population-based prospective cohort study. We measured maternal urine bisphenol and phthalate concentrations in the first, second and third trimester of pregnancy, and lung function by spirometry and asthma by questionnaires at age 13 years. Multivariable linear and logistic regression models were applied. RESULTS:in boys and girls, and of higher first trimester bisphenol S with a decreased risk of asthma in boys and an increased risk of asthma in girls, these results did not remain significant after correction for multiple testing. Results were not modified by maternal history of asthma or atopy. CONCLUSIONS:Maternal urine bisphenol and phthalate concentrations averaged or in specific trimesters during pregnancy were not strongly associated with childhood lung function and asthma at age 13 years. BPS, as a BPA substitute, tended to be associated with impaired lung function and altered risk of asthma, partly sex-dependent, but its strength was limited by a relatively low detection rate and should be queried in contemporary cohorts.
PMID: 37247769
ISSN: 1873-6424
CID: 5522342

Semiparametric distributed lag quantile regression for modeling time-dependent exposure mixtures

Wang, Yuyan; Ghassabian, Akhgar; Gu, Bo; Afanasyeva, Yelena; Li, Yiwei; Trasande, Leonardo; Liu, Mengling
Studying time-dependent exposure mixtures has gained increasing attentions in environmental health research. When a scalar outcome is of interest, distributed lag (DL) models have been employed to characterize the exposures effects distributed over time on the mean of final outcome. However, there is a methodological gap on investigating time-dependent exposure mixtures with different quantiles of outcome. In this article, we introduce semiparametric partial-linear single-index (PLSI) DL quantile regression, which can describe the DL effects of time-dependent exposure mixtures on different quantiles of outcome and identify susceptible periods of exposures. We consider two time-dependent exposure settings: discrete and functional, when exposures are measured in a small number of time points and at dense time grids, respectively. Spline techniques are used to approximate the nonparametric DL function and single-index link function, and a profile estimation algorithm is proposed. Through extensive simulations, we demonstrate the performance and value of our proposed models and inference procedures. We further apply the proposed methods to study the effects of maternal exposures to ambient air pollutants of fine particulate and nitrogen dioxide on birth weight in New York University Children's Health and Environment Study (NYU CHES). This article is protected by copyright. All rights reserved.
PMID: 35612351
ISSN: 1541-0420
CID: 5230212

Sociodemographic Differences in COVID-19 Pandemic Experiences Among Families in the United States

LeWinn, Kaja Z; Trasande, Leonardo; Law, Andrew; Blackwell, Courtney K; Bekelman, Traci A; Arizaga, Jessica A; Sullivan, Alexis A; Bastain, Theresa M; Breton, Carrie V; Karagas, Margaret R; Elliott, Amy J; Karr, Catherine J; Carroll, Kecia N; Dunlop, Anne L; Croen, Lisa A; Margolis, Amy E; Alshawabkeh, Akram N; Cordero, Jose F; Singh, Anne Marie; Seroogy, Christine M; Jackson, Daniel J; Wood, Robert A; Hartert, Tina V; Kim, Young Shin; Duarte, Cristiane S; Schweitzer, Julie B; Lester, Barry M; McEvoy, Cynthia T; O'Connor, Thomas G; Oken, Emily; Bornkamp, Nicole; Brown, Eric D; Porucznik, Christina A; Ferrara, Assiamira; Camargo, Carlos A; Zhao, Qi; Ganiban, Jody M; Jacobson, Lisa P; ,
IMPORTANCE:Few population-based studies in the US collected individual-level data from families during the COVID-19 pandemic. OBJECTIVE:To examine differences in COVID-19 pandemic-related experiences in a large sociodemographically diverse sample of children and caregivers. DESIGN, SETTING, AND PARTICIPANTS:The Environmental influences on Child Health Outcomes (ECHO) multi-cohort consortium is an ongoing study that brings together 64 individual cohorts with participants (24 757 children and 31 700 caregivers in this study) in all 50 US states and Puerto Rico. Participants who completed the ECHO COVID-19 survey between April 2020 and March 2022 were included in this cross-sectional analysis. Data were analyzed from July 2021 to September 2022. MAIN OUTCOMES AND MEASURES:Exposures of interest were caregiver education level, child life stage (infant, preschool, middle childhood, and adolescent), and urban or rural (population <50 000) residence. Dependent variables included COVID-19 infection status and testing; disruptions to school, child care, and health care; financial hardships; and remote work. Outcomes were examined separately in logistic regression models mutually adjusted for exposures of interest and race, ethnicity, US Census division, sex, and survey administration date. RESULTS:Analyses included 14 646 children (mean [SD] age, 7.1 [4.4] years; 7120 [49%] female) and 13 644 caregivers (mean [SD] age, 37.6 [7.2] years; 13 381 [98%] female). Caregivers were racially (3% Asian; 16% Black; 12% multiple race; 63% White) and ethnically (19% Hispanic) diverse and comparable with the US population. Less than high school education (vs master's degree or more) was associated with more challenges accessing COVID-19 tests (adjusted odds ratio [aOR], 1.88; 95% CI, 1.06-1.58), lower odds of working remotely (aOR, 0.04; 95% CI, 0.03-0.07), and more food access concerns (aOR, 4.14; 95% CI, 3.20-5.36). Compared with other age groups, young children (age 1 to 5 years) were least likely to receive support from schools during school closures, and their caregivers were most likely to have challenges arranging childcare and concerns about work impacts. Rural caregivers were less likely to rank health concerns (aOR, 0.77; 95% CI, 0.69-0.86) and social distancing (aOR, 0.82; 95% CI, 0.73-0.91) as top stressors compared with urban caregivers. CONCLUSIONS:Findings in this cohort study of US families highlighted pandemic-related burdens faced by families with lower socioeconomic status and young children. Populations more vulnerable to public health crises should be prioritized in recovery efforts and future planning.
PMCID:10448300
PMID: 37610749
ISSN: 2574-3805
CID: 5598502

Chronotype and sleep duration interact to influence time to pregnancy: Results from a New York City cohort

Charifson, Mia; Ghassabian, Akhgar; Seok, Eunsil; Naidu, Mrudula; Mehta-Lee, Shilpi S; Brubaker, Sara G; Afanasyeva, Yelena; Chen, Yu; Liu, Mengling; Trasande, Leonardo; Kahn, Linda G
STUDY OBJECTIVE:To study associations between nighttime sleep characteristics and time to pregnancy. METHODS:Pregnant people age ≥18 years and<18 weeks' gestation were recruited from 3 New York University Grossman School of Medicine affiliated hospitals in Manhattan and Brooklyn (n = 1428) and enrolled into the New York University Children's Health and Environment Study. Participants in the first trimester of pregnancy were asked to recall their time to pregnancy and their sleep characteristics in the 3 months before conception. RESULTS:Participants who reported sleeping<7 hours per night tended to have shorter time to pregnancy than those who slept 7-9 hours per night (adjusted fecundability odds ratio = 1.16, 95% confidence interval: 0.94, 1.41). Participants with a sleep midpoint of 4 AM or later tended to have longer time to pregnancy compared with those with earlier sleep midpoints (before 4 AM) (adjusted fecundability odds ratio = 0.88, 95% confidence interval: 0.74, 1.04). When stratified by sleep midpoint, sleeping<7 hours was significantly associated with shorter time to pregnancy only among those whose sleep midpoint was before 4 AM (adjusted fecundability odds ratio = 1.33, 95% confidence interval: 1.07, 1.67). CONCLUSIONS:The association of sleep duration with time to pregnancy was modified by chronotype, suggesting that both biological and behavioral aspects of sleep may influence fecundability.
PMCID:10514230
PMID: 37055302
ISSN: 2352-7226
CID: 5606752

Ambient temperature, heat stress and fetal growth: A review of placenta-mediated mechanisms

Cowell, Whitney; Ard, Natasha; Herrera, Teresa; Medley, Eleanor A; Trasande, Leonardo
Pregnancy is increasingly considered a period of vulnerability for extreme heat exposure. Multiple lines of evidence support that heat stress is associated with placental insufficiency, poor fetal growth and decreased birth weight. In this narrative review, we first summarize evidence linking ambient temperature or experimentally-induced heat stress with fetal and placental growth outcomes in humans, ruminants and murine species. We then synthesize the literature on putative underlying biological pathways with a focus on the placenta. Reviewed mechanisms include: reduced uterine-placental blood flow, impaired supply of metabolic substrates to the fetus, activation of the maternal stress-response system, and disruption of other endocrine and immune system endpoints. Taken together, this body of evidence supports that exposure to extreme ambient heat likely has adverse consequences for placental development and function. However, research investigating placenta-mediated pathophysiological mechanisms in humans remains extremely limited.
PMID: 37460007
ISSN: 1872-8057
CID: 5535492

Characterisation of personalised air pollution exposure in pregnant women participating in a birth cohort study

Ghassabian, Akhgar; Afanasyeva, Yelena; Yu, Keunhyung; Gordon, Terry; Liu, Mengling; Trasande, Leonardo
BACKGROUND:Air pollution is a health risk in pregnant women and children. Despite the importance of refined exposure assessment, the characterisation of personalised air pollution exposure remains a challenge in paediatric and perinatal epidemiology. OBJECTIVE:We used portable personal air monitors to characterise personalised exposure to air pollutants in pregnant women. METHODS:), and volatile organic compounds (average use = 14 days). Data were stored in real-time on a secure database via synchronisation with a smartphone application. Of 497 women who agreed to use air monitors, 273 women (55%) were successful in using air monitors for longer than a day. For these participants, we identified daily patterns of exposure to air pollutants using functional principal component analysis (3827 days of air monitoring). RESULTS:had higher daily variations compared to PM. CONCLUSIONS:Small wearables are useful for the measurement of personalised air pollution exposure in birth cohorts and identify daily patterns that cannot be captured otherwise. Successful participation, however, depends on certain individual characteristics. Future studies should consider strategies in design and analysis to account for selective participation.
PMID: 36782386
ISSN: 1365-3016
CID: 5422402

Obesogens and Obesity: State-of-the-Science and Future Directions Summary from a Healthy Environment and Endocrine Disruptors Strategies Workshop

Heindel, Jerrold J; Alvarez, Jessica A; Atlas, Ella; Cave, Matthew C; Chatzi, Vaia Lida; Collier, David; Corkey, Barbara; Fischer, Douglas; Goran, Michael I; Howard, Sarah; Kahan, Scott; Kayhoe, Matthias; Koliwad, Suneil; Kotz, Catherine M; La Merrill, Michele; Lobstein, Tim; Lumeng, Carey; Ludwig, David S; Lustig, Robert H; Myers, Pete; Nadal, Angel; Trasande, Leonardo; Redman, Leanne M; Rodeheffer, Matthew S; Sargis, Robert M; Stephens, Jacqueline M; Ziegler, Thomas R; Blumberg, Bruce
On September 7 and 8, 2022, Healthy Environment and Endocrine Disruptors Strategies, an Environmental Health Sciences program, convened a scientific workshop of relevant stakeholders involved in obesity, toxicology, or obesogen research to review the state of the science regarding the role of obesogenic chemicals that might be contributing to the obesity pandemic. The workshop's objectives were to examine the evidence supporting the hypothesis that obesogens contribute to the etiology of human obesity; to discuss opportunities for improved understanding, acceptance, and dissemination of obesogens as contributors to the obesity pandemic; and to consider the need for future research and potential mitigation strategies. This report details the discussions, key areas of agreement, and future opportunities to prevent obesity. The attendees agreed that environmental obesogens are real, significant, and a contributor at some degree to weight gain at the individual level and to the global obesity and metabolic disease pandemic at a societal level; moreover, it is at least, in theory, remediable.
PMID: 37230178
ISSN: 1938-3207
CID: 5536602