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Prenatal exposure to polycyclic aromatic hydrocarbons and cognition in early childhood
Sun, Bob; Wallace, Erin R; Ni, Yu; Loftus, Christine T; Szpiro, Adam; Day, Drew; Barrett, Emily S; Nguyen, Ruby H N; Kannan, Kurunthachalam; Robinson, Morgan; Bush, Nicole R; Sathyanarayana, Sheela; Mason, Alex; Swan, Shanna H; Trasande, Leonardo; Karr, Catherine J; LeWinn, Kaja Z
BACKGROUND:Epidemiological evidence for gestational polycyclic aromatic hydrocarbon (PAH) exposure and adverse child cognitive outcomes is mixed; little is known about critical windows of exposure. OBJECTIVE:We investigated associations between prenatal PAH exposure and child cognition in a large, multi-site study. METHODS:We included mother-child dyads from two pooled prospective pregnancy cohorts (CANDLE and TIDES, N = 1,223) in the ECHO-PATHWAYS Consortium. Seven urinary mono-hydroxylated PAH metabolites were measured in mid-pregnancy in both cohorts as well as early and late pregnancy in TIDES. Child intelligence quotient (IQ) was assessed between ages 4-6. Associations between individual PAH metabolites and IQ were estimated with multivariable linear regression. Interaction terms were used to examine effect modification by child sex and maternal obesity. We explored associations of PAH metabolite mixtures with IQ using weighted quantile sum regression. In TIDES, we averaged PAH metabolites over three periods of pregnancy and by pregnancy period to investigate associations between PAH metabolites and IQ. RESULTS: = 0.04). In analyses across pregnancy (TIDES-only), inverse associations with IQ were observed for 2-hydroxyphenanthrene averaged across pregnancy (β = -1.28 [95%CI:-2.53,-0.03]) and in early pregnancy (β = -1.14 [95%CI:-2.00,-0.28]). SIGNIFICANCE/CONCLUSIONS:In this multi-cohort analysis, we observed limited evidence of adverse associations of early pregnancy PAHs with child IQ. Analyses in the pooled cohorts were null. However, results also indicated that utilizing more than one exposure measures across pregnancy could improve the ability to detect associations by identifying sensitive windows and improving the reliability of exposure measurement. More research with multiple timepoints of PAH assessment is warranted.
PMID: 37331181
ISSN: 1873-6750
CID: 5542472
Endocrine disruptors in plastics alter β-cell physiology and increase the risk of diabetes mellitus
Martínez-Pinna, Juan; Sempere-Navarro, Roberto; Medina-Gali, Regla M; Fuentes, Esther; Quesada, Ivan; Sargis, Robert M; Trasande, Leonardo; Nadal, Angel
Plastic pollution breaks a planetary boundary threatening wildlife and humans through its physical and chemical effects. Of the latter, the release of endocrine disrupting chemicals (EDCs) has consequences on the prevalence of human diseases related to the endocrine system. Bisphenols (BPs) and phthalates are two groups of EDCs commonly found in plastics that migrate into the environment and make low-dose human exposure ubiquitous. Here we review epidemiological, animal, and cellular studies linking exposure to BPs and phthalates to altered glucose regulation, with emphasis on the role of pancreatic β-cells. Epidemiological studies indicate that exposure to BPs and phthalates is associated with diabetes mellitus. Studies in animal models indicate that treatment with doses within the range of human exposure decreases insulin sensitivity and glucose tolerance, induces dyslipidemia, and modifies functional β-cell mass and serum levels of insulin, leptin, and adiponectin. These studies reveal that disruption of β-cell physiology by EDCs plays a key role in impairing glucose homeostasis by altering the mechanisms used by β-cells to adapt to metabolic stress such as chronic nutrient excess. Studies at the cellular level demonstrate that BPs and phthalates modify the same biochemical pathways involved in adaptation to chronic excess fuel. These include changes in insulin biosynthesis and secretion, electrical activity, expression of key genes, and mitochondrial function. The data summarized here indicate that BPs and phthalates are important risk factors for diabetes mellitus and support a global effort to decrease plastic pollution and human exposure to EDCs.
PMCID:10228669
PMID: 37134142
ISSN: 1522-1555
CID: 5541722
Leveraging Systematic Reviews to Explore Disease Burden and Costs of Per- and Polyfluoroalkyl Substance Exposures in the United States
Obsekov, Vladislav; Kahn, Linda G; Trasande, Leonardo
UNLABELLED:Accelerating evidence confirms the contribution of per- and polyfluoroalkyl substances (PFAS) to disease burden and disability across the lifespan. Given that policy makers raise the high cost of remediation and of substituting PFAS with safer alternatives in consumer products as barriers to confronting adverse health outcomes associated with PFAS exposure, it is important to document the costs of inaction even in the presence of uncertainty. We therefore quantified disease burdens and related economic costs due to legacy PFAS exposures in the US in 2018. We leveraged systematic reviews and used meta-analytic inputs whenever possible, identified previously published exposure-response relationships, and calculated PFOA- and PFOS-attributable increases in 13 conditions. These increments were then applied to census data to determine total annual PFOA- and PFOS-attributable cases of disease, from which we calculated economic costs due to medical care and lost productivity using previously published cost-of-illness data. We identified PFAS-attributable disease costs in the US of $5.52 billion across five primary disease endpoints shown to be associated with PFAS exposure in meta-analyses. This estimate represented the lower bound, with sensitivity analyses revealing as much as $62.6 billion in overall costs. While further work is needed to assess probability of causation and establish with greater certainty effects of the broader category of PFAS, the results confirm further that public health and policy interventions are still necessary to reduce exposure to PFOA and PFOS and their endocrine-disrupting effects. This study demonstrates the large potential economic implications of regulatory inaction. SUPPLEMENTARY INFORMATION/UNASSIGNED:The online version contains supplementary material available at 10.1007/s12403-022-00496-y.
PMCID:10198842
PMID: 37213870
ISSN: 2451-9766
CID: 5543612
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
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
The relationship of suPAR levels and hypertensive disorders of pregnancy [Meeting Abstract]
Limaye, M; Cowell, W; Brubaker, S G; Kahn, L G; Trasande, L; Mehta-Lee, S
Objective: Soluble urokinase plasminogen activator receptor (suPAR) is a biomarker of inflammation associated with autoimmune renal and cardiovascular disease that may be associated with preeclampsia. We aimed to evaluate plasma suPAR levels throughout pregnancy in women with and without hypertensive disorders of pregnancy (HDP), including preeclampsia, eclampsia, and gestational hypertension.
Study Design: This was a secondary analysis of the NYU Children's Health and Environment Study (CHES), a prospective birth cohort designed to assess the impact of prenatal exposure to environmental chemicals on maternal and child health. CHES participants with suPAR data in any trimester and information about HDP were included (n=329). We regressed suPAR levels on the gestational age at time of sample collection to assess change over the course of gestation. Wilcoxon signed-rank tests were used to assess whether suPAR levels in each trimester and averaged over pregnancy were different among participants with and without HDP. Among a subset of participants with repeated measures, we utilized paired Wilcoxon tests to assess the within-person change in suPAR across trimesters in both groups.
Result(s): Participants with HDP (n=44) were older and had higher body mass index. In the overall population, suPAR decreased by 1.1% per week of advancing gestation (p< 0.001). suPAR levels did not significantly differ between those with and without HDP at any sampling timepoint. However, among the subset with repeated measures, suPAR values significantly decreased across pregnancy among those without HDP (p< 0.001), but remained stable among those with HDP (p=0.58) (Figure 1).
Conclusion(s): Although HDP is a primary cause of morbidity and mortality in pregnancy, predictive biomarkers are lacking. suPAR levels decrease with advancing gestation among healthy women, but remain stable in women with HDP, which may reflect a heightened inflammatory state. Additional research is needed to understand if stable suPAR levels can predict HDP accurately in clinical practice. [Formula presented] [Formula presented]
Copyright
EMBASE:2022101370
ISSN: 1097-6868
CID: 5512902
A complex systems model of breast cancer etiology: The Paradigm II Model
Hiatt, Robert A; Worden, Lee; Rehkopf, David; Engmann, Natalie; Troester, Melissa; Witte, John S; Balke, Kaya; Jackson, Christian; Barlow, Janice; Fenton, Suzanne E; Gehlert, Sarah; Hammond, Ross A; Kaplan, George; Kornak, John; Nishioka, Krisida; McKone, Thomas; Smith, Martyn T; Trasande, Leonardo; Porco, Travis C
BACKGROUND:Complex systems models of breast cancer have previously focused on prediction of prognosis and clinical events for individual women. There is a need for understanding breast cancer at the population level for public health decision-making, for identifying gaps in epidemiologic knowledge and for the education of the public as to the complexity of this most common of cancers. METHODS AND FINDINGS:We developed an agent-based model of breast cancer for the women of the state of California using data from the U.S. Census, the California Health Interview Survey, the California Cancer Registry, the National Health and Nutrition Examination Survey and the literature. The model was implemented in the Julia programming language and R computing environment. The Paradigm II model development followed a transdisciplinary process with expertise from multiple relevant disciplinary experts from genetics to epidemiology and sociology with the goal of exploring both upstream determinants at the population level and pathophysiologic etiologic factors at the biologic level. The resulting model reproduces in a reasonable manner the overall age-specific incidence curve for the years 2008-2012 and incidence and relative risks due to specific risk factors such as BRCA1, polygenic risk, alcohol consumption, hormone therapy, breastfeeding, oral contraceptive use and scenarios for environmental toxin exposures. CONCLUSIONS:The Paradigm II model illustrates the role of multiple etiologic factors in breast cancer from domains of biology, behavior and the environment. The value of the model is in providing a virtual laboratory to evaluate a wide range of potential interventions into the social, environmental and behavioral determinants of breast cancer at the population level.
PMCID:10198497
PMID: 37205649
ISSN: 1932-6203
CID: 5503662
Gender Diversity and Brain Morphology Among Adolescents
Xerxa, Yllza; White, Tonya; Busa, Samantha; Trasande, Leonardo; Hillegers, Manon H J; Jaddoe, Vincent W; Castellanos, Francisco Xavier; Ghassabian, Akhgar
IMPORTANCE:Gender-diverse youths have higher rates of mental health problems compared with the general population, as shown in both clinical and nonclinical populations. Brain correlates of gender diversity, however, have been reported only among youths with gender dysphoria or in transgender individuals. OBJECTIVE:To examine brain morphologic correlates of gender diversity among adolescents from a general pediatric population who were assigned male or female at birth, separately. DESIGN, SETTING, AND PARTICIPANTS:This cross-sectional study was embedded in Generation R, a multiethnic population-based study conducted in Rotterdam, the Netherlands. Adolescents who were born between April 1, 2002, and January 31, 2006, and had information on self-reported or parent-reported gender diversity and structural neuroimaging at ages 13 to 15 years were included. Data analysis was performed from April 1 to July 31, 2022. EXPOSURES:Gender-diverse experiences among adolescents were measured with selected items from the Achenbach System of Empirically Based Assessment forms and the Gender Identity/Gender Dysphoria Questionnaire for Adolescents and Adults, as reported by adolescents and/or their parents. MAIN OUTCOMES AND MEASURES:High-resolution structural neuroimaging data were collected using a 3-T magnetic resonance imaging scanner (at a single site). We used linear regression models to examine differences in global brain volumetric measures between adolescents who reported gender diversity and those who did not. RESULTS:This study included 2165 participants, with a mean (SD) age of 13.8 (0.6) years at scanning. A total of 1159 participants (53.5%) were assigned female at birth and 1006 (46.5%) were assigned male at birth. With regard to maternal country of origin, 1217 mothers (57.6%) were from the Netherlands and 896 (42.4%) were from outside the Netherlands. Adolescents who reported gender diversity did not differ in global brain volumetric measures from adolescents who did not report gender diversity. In whole-brain, vertexwise analyses among adolescents assigned male at birth, thicker cortices in the left inferior temporal gyrus were observed among youths who reported gender diversity compared with those who did not. No associations were observed between gender diversity and surface area in vertexwise analyses. CONCLUSIONS AND RELEVANCE:The findings of this cross-sectional study suggest that global brain volumetric measures did not differ between adolescents who reported gender diversity and those who did not. However, these findings further suggest that gender diversity in the general population correlates with specific brain morphologic features in the inferior temporal gyrus among youths who are assigned male at birth. Replication of these findings is necessary to elucidate the potential neurobiological basis of gender diversity in the general population. Future longitudinal studies should also investigate the directionality of these associations.
PMCID:10182431
PMID: 37171820
ISSN: 2574-3805
CID: 5496632
Evaluating adverse effects of environmental agents in food: a brief critique of the US FDA's criteria
Vandenberg, Laura N; Zoeller, R Thomas; Prins, Gail S; Trasande, Leonardo
BACKGROUND:In the US, the Food and Drug Administration (US FDA) is charged with protecting the safety of food from both pathogens and chemicals used in food production and food packaging. To protect the public in a transparent manner, the FDA needs to have an operational definition of what it considers to be an "adverse effect" so that it can take action against harmful agents. The FDA has recently published two statements where, for the first time, it defines the characteristics of an adverse effect that it uses to interpret toxicity studies. OBJECTIVE:In this brief review, we examine two recent actions by the FDA, a proposed rule regarding a color additive used in vegetarian burgers and a decision not to recall fish with high levels of scombrotoxin. We evaluated the FDA's description of the criteria used to determine which outcomes should be considered adverse. OVERVIEW/BACKGROUND:We describe three reasons why the FDA's criteria for "adverse effects" is not public health protective. These include an unscientific requirement for a monotonic dose response, which conflates hazard assessment and dose response assessment while also ignoring evidence for non-linear and non-monotonic effects for many environmental agents; a requirement that the effect be observed in both sexes, which fails to acknowledge the many sex- and gender-specific effects on physiology, disease incidence and severity, and anatomy; and a requirement that the effects are irreversible, which does not acknowledge the role of exposure timing or appreciate transgenerational effects that have been demonstrated for environmental chemicals. CONCLUSIONS:The FDA's criteria for identifying adverse effects are inadequate because they are not science-based. Addressing this is important, because the acknowledgement of adverse effects is central to regulatory decisions and the protection of public health.
PMCID:10120250
PMID: 37085808
ISSN: 1476-069x
CID: 5464642
Maternal urinary bisphenols and phthalates in relation to estimated fetal weight across mid to late pregnancy
Cowell, Whitney; Jacobson, Melanie H; Long, Sara E; Wang, Yuyan; Kahn, Linda G; Ghassabian, Akhgar; Naidu, Mrudula; Torshizi, Ghazaleh Doostparast; Afanasyeva, Yelena; Liu, Mengling; Mehta-Lee, Shilpi S; Brubaker, Sara G; Kannan, Kurunthachalam; Trasande, Leonardo
BACKGROUND:Bisphenols and phthalates are high production volume chemicals used as additives in a variety of plastic consumer products leading to near ubiquitous human exposure. These chemicals have established endocrine disrupting properties and have been linked to a range of adverse reproductive and developmental outcomes. Here, we investigated exposure in relation to fetal growth. METHODS:Participants included 855 mother-fetal pairs enrolled in the population-based New York University Children's Health and Environment Study (NYU CHES). Bisphenols and phthalates were measured in maternal urine collected repeatedly during pregnancy. Analyses included 15 phthalate metabolites and 2 bisphenols that were detected in 50 % of participants or more. Fetal biometry data were extracted from electronic ultrasonography records and estimated fetal weight (EFW) was predicted for all fetuses at 20, 30, and 36 weeks gestation. We used quantile regression adjusted for covariates to model exposure-outcome relations across percentiles of fetal weight at each gestational timepoint. We examined sex differences using stratified models. RESULTS:Few statistically significant associations were observed across chemicals, gestational time periods, percentiles, and sexes. However, within gestational timepoints, we found that among females, the molar sums of the phthalates DiNP and DnOP were generally associated with decreases in EFW among smaller babies and increases in EFW among larger babies. Among males, the opposite trend was observed. However, confidence intervals were generally wide at the tails of the distribution. CONCLUSION/CONCLUSIONS:In this sample, exposure to bisphenols and phthalates was associated with small sex-specific shifts in fetal growth; however, few associations were observed at the median of fetal weight and confidence intervals in the tails were wide. Findings were strongest for DiNP and DnOP, which are increasingly used as replacements for DEHP, supporting the need for future research on these contaminants.
PMID: 37075581
ISSN: 1873-6750
CID: 5459682