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Chemicals Used in Plastic Materials: An Estimate of the Attributable Disease Burden and Costs in the United States
Trasande, Leonardo; Krithivasan, Roopa; Park, Kevin; Obsekov, Vladislav; Belliveau, Michael
Context: Chemicals used in plastics have been described to contribute to disease and disability, but attributable fractions have not been quantified to assess specific contributions. Without this information, interventions proposed as part of the Global Plastics Treaty cannot be evaluated for potential benefits. Objective: To accurately inform the tradeoffs involved in the ongoing reliance on plastic production as a source of economic productivity in the United States, we calculated the attributable disease burden and cost due to chemicals used in plastic materials in 2018. Methods: We first analyzed the existing literature to identify plastic-related fractions (PRF) of disease and disability for specific polybrominated diphenylethers (PBDE), phthalates, bisphenols, and polyfluoroalkyl substances and perfluoroalkyl substances (PFAS). We then updated previously published disease burden and cost estimates for these chemicals in the United States to 2018. By uniting these data, we computed estimates of attributable disease burden and costs due to plastics in the United States. Results: We identified PRFs of 97.5% for bisphenol A (96.25-98.75% for sensitivity analysis), 98% (96%-99%) for di-2-ethylhexylphthalate, 100% (71%-100%) for butyl phthalates and benzyl phthalates, 98% (97%-99%) for PBDE-47, and 93% (16%-96%) for PFAS. In total, we estimate $249 billion (sensitivity analysis: $226 billion-$289 billion) in plastic-attributable disease burden in 2018. The majority of these costs arose as a result of PBDE exposure, though $66.7 billion ($64.7 billion-67.3 billion) was due to phthalate exposure and $22.4 billion was due to PFAS exposure (sensitivity analysis: $3.85-$60.1 billion). Conclusion: Plastics contribute substantially to disease and associated social costs in the United States, accounting for 1.22% of the gross domestic product. The costs of plastic pollution will continue to accumulate as long as exposures continue at current levels. Actions through the Global Plastics Treaty and other policy initiatives will reduce these costs in proportion to the actual reductions in chemical exposures achieved.
SCOPUS:85182689935
ISSN: 2472-1972
CID: 5629102
Prenatal Phenol and Paraben Exposures and Adverse Birth Outcomes: A Prospective Analysis of U.S. Births
Trasande, Leonardo; Nelson, Morgan E; Alshawabkeh, Akram; Barrett, Emily S; Buckley, Jessie P; Dabelea, Dana; Dunlop, Anne L; Herbstman, Julie B; Meeker, John D; Naidu, Mrudula; Newschaffer, Craig; Padula, Amy M; Romano, Megan E; Ruden, Douglas M; Sathyanarayana, Sheela; Schantz, Susan L; Starling, Anne P; Etzel, Taylor; Hamra, Ghassan B; ,
BACKGROUND:Synthetic chemicals are increasingly being recognized for potential independent contributions to preterm birth (PTB) and low birth weight (LBW). Bisphenols, parabens, and triclosan are consumer product chemicals that act via similar mechanisms including estrogen, androgen, and thyroid disruption and oxidative stress. Multiple cohort studies have endeavored to examine effects on birth outcomes, and systematic reviews have been limited due to measurement of 1-2 spot samples during pregnancy and limited diversity of populations. OBJECTIVE:To study the effects of prenatal phenols and parabens on birth size and gestational age (GA) in 3,619 mother-infant pairs from 11 cohorts in the NIH Environmental influences on Child Health Outcomes program. RESULTS:pregnancy averaged concentration of 2,4-dichlorophenol was associated with 43% lower (95% CI: -67%, -2%) odds of low birthweight; the direction of effect was the same for the highly correlated 2,5-dichlorophenol, but with a smaller magnitude (-29%, 95% CI: -53%, 8%). DISCUSSION/CONCLUSIONS:In a large and diverse sample generally representative of the United States, benzophenone-3 and methylparaben were associated with lower birthweight as well as birthweight adjusted for gestational age and higher odds of SGA, while 2,4-dichlorophenol. These associations with smaller size at birth are concerning in light of the known consequences of intrauterine growth restriction for multiple important health outcomes emerging later in life.
PMID: 38181479
ISSN: 1873-6750
CID: 5624362
Prenatal exposures to phthalates and life events stressors in relation to child behavior at age 4-6: A combined cohort analysis
Barrett, Emily S; Day, Drew B; Szpiro, Adam; Peng, James; Loftus, Christine T; Ziausyte, Ugne; Kannan, Kurunthachalam; Trasande, Leonardo; Zhao, Qi; Nguyen, Ruby H N; Swan, Shanna; Karr, Catherine J; LeWinn, Kaja Z; Sathyanarayana, Sheela; Bush, Nicole R
Prenatal exposures to chemical and psychosocial stressors can impact the developing brain, but few studies have examined their joint effects. We examined associations between prenatal phthalate exposures and child behavior, hypothesizing that prenatal stressful life events (PSLEs) may exacerbate risks. To do so, we harmonized data from three U.S. pregnancy cohorts comprising the ECHO-PATHWAYS consortium. Phthalate metabolites were measured in single mid-pregnancy urine samples. When children were ages 4-6 years, mothers completed the Child Behavior Checklist (CBCL), from which a Total Problems score was calculated. Mothers additionally provided recall on their exposure to 14 PSLEs during pregnancy. Primary models examined problem behaviors in relation to: (1) phthalate mixtures calculated through weighted quantile sums regression with permutation test-derived p-values; and (2) joint exposure to phthalate mixtures and PSLEs (counts) using interaction terms. We subsequently refitted models stratified by child sex. Secondarily, we fit linear and logistic regression models examining individual phthalate metabolites. In our main, fully adjusted models (n = 1536 mother-child dyads), we observed some evidence of weak main effects of phthalate mixtures on problem behaviors in the full cohort and stratified by child sex. Interaction models revealed unexpected relationships whereby greater gestational exposure to PSLEs predicted reduced associations between some phthalates (e.g., the metabolites of di-2-ethylhexyl phthalate, di-n-octyl phthalate, di-iso-nonyl phthalate) and problem behaviors, particularly in males. Few associations were observed in females. Additional research is needed to replicate results and examine potential mechanisms.
PMID: 38199129
ISSN: 1873-6750
CID: 5624382
Prenatal Exposure to Nonpersistent Environmental Chemicals and Postpartum Depression
Jacobson, Melanie H; Hamra, Ghassan B; Monk, Catherine; Crum, Rosa M; Upadhyaya, Sudhindra; Avalos, Lyndsay A; Bastain, Theresa M; Barrett, Emily S; Bush, Nicole R; Dunlop, Anne L; Ferrara, Assiamira; Firestein, Morgan R; Hipwell, Alison E; Kannan, Kurunthachalam; Lewis, Johnnye; Meeker, John D; Ruden, Douglas M; Starling, Anne P; Watkins, Deborah J; Zhao, Qi; Trasande, Leonardo; ,
IMPORTANCE/UNASSIGNED:Postpartum depression (PPD) affects up to 20% of childbearing individuals, and a significant limitation in reducing its morbidity is the difficulty in modifying established risk factors. Exposure to synthetic environmental chemicals found in plastics and personal care products, such as phenols, phthalates, and parabens, are potentially modifiable and plausibly linked to PPD and have yet to be explored. OBJECTIVE/UNASSIGNED:To evaluate associations of prenatal exposure to phenols, phthalates, parabens, and triclocarban with PPD symptoms. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This was a prospective cohort study from 5 US sites, conducted from 2006 to 2020, and included pooled data from 5 US birth cohorts from the National Institutes of Health Environmental Influences on Child Health Outcomes (ECHO) consortium. Participants were pregnant individuals with data on urinary chemical concentrations (phenols, phthalate metabolites, parabens, or triclocarban) from at least 1 time point in pregnancy and self-reported postnatal depression screening assessment collected between 2 weeks and 12 months after delivery. Data were analyzed from February to May 2022. EXPOSURES/UNASSIGNED:Phenols (bisphenols and triclosan), phthalate metabolites, parabens, and triclocarban measured in prenatal urine samples. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Depression symptom scores were assessed using the Edinburgh Postnatal Depression Scale (EPDS) or the Center for Epidemiologic Studies Depression Scale (CES-D), harmonized to the Patient-Reported Measurement Information System (PROMIS) Depression scale. Measures of dichotomous PPD were created using both sensitive (EPDS scores ≥10 and CES-D scores ≥16) and specific (EPDS scores ≥13 and CES-D scores ≥20) definitions. RESULTS/UNASSIGNED:Among the 2174 pregnant individuals eligible for analysis, nearly all (>99%) had detectable levels of several phthalate metabolites and parabens. PPD was assessed a mean (SD) of 3 (2.5) months after delivery, with 349 individuals (16.1%) and 170 individuals (7.8%) screening positive for PPD using the sensitive and specific definitions, respectively. Linear regression results of continuous PROMIS depression T scores showed no statistically significant associations with any chemical exposures. Models examining LMW and HMW phthalates and di (2-ethylhexyl) phthalate had estimates in the positive direction whereas all others were negative. A 1-unit increase in log-transformed LMW phthalates was associated with a 0.26-unit increase in the PROMIS depression T score (95% CI, -0.01 to 0.53; P = .06). This corresponded to an odds ratio (OR) of 1.08 (95% CI, 0.98-1.19) when modeling PPD as a dichotomous outcome and using the sensitive PPD definition. HMW phthalates were associated with increased odds of PPD (OR, 1.11; 95% CI, 1.00-1.23 and OR, 1.10; 95% CI, 0.96-1.27) for the sensitive and specific PPD definitions, respectively. Sensitivity analyses produced stronger results. CONCLUSIONS AND RELEVANCE/UNASSIGNED:Phthalates, ubiquitous chemicals in the environment, may be associated with PPD and could serve as important modifiable targets for preventive interventions. Future studies are needed to confirm these observations.
PMCID:10512164
PMID: 37728908
ISSN: 2168-6238
CID: 5620452
Endocrine-disrupting chemicals: Mainstream recognition of health effects and implications for the practicing internist
Trasande, Leonardo; Sargis, Robert M
Rapidly advancing evidence documents that a broad array of synthetic chemicals found ubiquitously in the environment contribute to disease and disability across the lifespan. Although the early literature focused on early life exposures, endocrine-disrupting chemicals (EDCs) are now understood to contribute substantially to chronic disease in adulthood, especially metabolic, cardiovascular, and reproductive consequences as well as endocrine cancers. The contribution to mortality is substantial, with over 90,000 deaths annually and at least $39 billion/year in lost economic productivity in the United States (US) due to exposure to certain phthalates that are used as plasticizers in food packaging. Importantly, exposures are disproportionately high in low-income and minoritized populations, driving disparities in these conditions. Though non-Hispanic Blacks and Mexican Americans comprise 12.6% and 13.5% of the US population, they bear 16.5% and 14.6% of the disease burden due to EDCs, respectively. Many of these exposures can be modified through safe and simple behavioral changes supported by proactive government action to both limit known hazardous exposures and to proactively screen new industrial chemicals prior to their use. Routine healthcare maintenance should include guidance to reduce EDC exposures, and a recent report by the Institute of Medicine suggests that testing be conducted, particularly in populations heavily exposed to perfluoroalkyl substances-chemicals used in nonstick coatings as well as oil- and water-resistant clothing.
PMID: 38037246
ISSN: 1365-2796
CID: 5617032
Prenatal phthalate exposure and fetal penile length and width
Salvi, Nicole B; Ghassabian, Akhgar; Brubaker, Sara G; Liu, Hongxiu; Kahn, Linda G; Trasande, Leonardo; Mehta-Lee, Shilpi S
BACKGROUND:Phthalates are endocrine-disrupting chemicals with anti-androgenic qualities and studies reported associations between prenatal phthalate exposure and infant genitalia. This study investigated whether increased prenatal phthalate exposure is associated with decreased fetal penile measures. METHODS:Data was from the New York University Children's Health and Environment Study (2016-2019). Maternal urinary concentrations of 16 phthalate metabolites were quantified at <18 weeks gestation as a proxy for fetal exposure (n = 334 male pregnancies). We retrospectively measured penile length and width using ultrasounds conducted 18-24 weeks gestation (n = 173 fetuses). Associations of maternal urinary levels of phthalates with fetal penile length and width were determined using linear regression models. RESULTS:57.2% of women were Hispanic, 31.8% Non-Hispanic White, 6.4% Asian, 2.3% Non-Hispanic Black, and 2.3% multiple races. Mean maternal age was 32 years (standard deviation [SD] = 5.7). Mean penile length was 7.13 mm (SD = 1.47) and width was 6.16 mm (SD = 0.87). An inverse relationship was observed between maternal levels of mono-ethyl phthalate and fetal penile length, and mono-(7-carboxy-n-heptyl) phthalate and penile width, though estimates were small and not significant when considering correction for multiple comparisons. CONCLUSIONS:In our cohort we found no clinically meaningful associations between early pregnancy phthalate exposure and fetal penile length or width. IMPACT/CONCLUSIONS:First-trimester phthalate metabolites were assessed in pregnant women in New York City. Penile length and width were retrospectively measured on clinically assessed ultrasounds conducted ≥18 weeks and <24 weeks of gestation. In this cohort, no clinically meaningful associations were observed between first-trimester prenatal phthalate exposure and fetal penile length. This study contributes to the limited but growing research on the impact of prenatal phthalate exposure on male fetal genital development. The results emphasize that there may not be a clear association between prenatal phthalate exposure and fetal penile length and width, and further research on this topic may be required.
PMID: 38057576
ISSN: 1530-0447
CID: 5595922
Frequency, morbidity and equity - the case for increased research on male fertility
Kimmins, Sarah; Anderson, Richard A; Barratt, Christopher L R; Behre, Hermann M; Catford, Sarah R; De Jonge, Christopher J; Delbes, Geraldine; Eisenberg, Michael L; Garrido, Nicolas; Houston, Brendan J; Jørgensen, Niels; Krausz, Csilla; Lismer, Ariane; McLachlan, Robert I; Minhas, Suks; Moss, Tim; Pacey, Allan; Priskorn, Lærke; Schlatt, Stefan; Trasler, Jacquetta; Trasande, Leonardo; Tüttelmann, Frank; Vazquez-Levin, Mónica Hebe; Veltman, Joris A; Zhang, Feng; O'Bryan, Moira K
Currently, most men with infertility cannot be given an aetiology, which reflects a lack of knowledge around gamete production and how it is affected by genetics and the environment. A failure to recognize the burden of male infertility and its potential as a biomarker for systemic illness exists. The absence of such knowledge results in patients generally being treated as a uniform group, for whom the strategy is to bypass the causality using medically assisted reproduction (MAR) techniques. In doing so, opportunities to prevent co-morbidity are missed and the burden of MAR is shifted to the woman. To advance understanding of men's reproductive health, longitudinal and multi-national centres for data and sample collection are essential. Such programmes must enable an integrated view of the consequences of genetics, epigenetics and environmental factors on fertility and offspring health. Definition and possible amelioration of the consequences of MAR for conceived children are needed. Inherent in this statement is the necessity to promote fertility restoration and/or use the least invasive MAR strategy available. To achieve this aim, protocols must be rigorously tested and the move towards personalized medicine encouraged. Equally, education of the public, governments and clinicians on the frequency and consequences of infertility is needed. Health options, including male contraceptives, must be expanded, and the opportunities encompassed in such investment understood. The pressing questions related to male reproductive health, spanning the spectrum of andrology are identified in the Expert Recommendation.
PMID: 37828407
ISSN: 1759-4820
CID: 5604772
The Environmental Influences on Child Health Outcomes (ECHO)-Wide Cohort
Knapp, Emily A; Kress, Amii M; Parker, Corette B; Page, Grier P; McArthur, Kristen; Gachigi, Kennedy K; Alshawabkeh, Akram N; Aschner, Judy L; Bastain, Theresa M; Breton, Carrie V; Bendixsen, Casper G; Brennan, Patricia A; Bush, Nicole R; Buss, Claudia; Camargo, Carlos A; Catellier, Diane; Cordero, José F; Croen, Lisa; Dabelea, Dana; Deoni, Sean; D'Sa, Viren; Duarte, Cristiane S; Dunlop, Anne L; Elliott, Amy J; Farzan, Shohreh F; Ferrara, Assiamira; Ganiban, Jody M; Gern, James E; Giardino, Angelo P; Towe-Goodman, Nissa R; Gold, Diane R; Habre, Rima; Hamra, Ghassan B; Hartert, Tina; Herbstman, Julie B; Hertz-Picciotto, Irva; Hipwell, Alison E; Karagas, Margaret R; Karr, Catherine J; Keenan, Kate; Kerver, Jean M; Koinis-Mitchell, Daphne; Lau, Bryan; Lester, Barry M; Leve, Leslie D; Leventhal, Bennett; LeWinn, Kaja Z; Lewis, Johnnye; Litonjua, Augusto A; Lyall, Kristen; Madan, Juliette C; McEvoy, Cindy T; McGrath, Monica; Meeker, John D; Miller, Rachel L; Morello-Frosch, Rachel; Neiderhiser, Jenae M; O'Connor, Thomas G; Oken, Emily; O'Shea, Michael; Paneth, Nigel; Porucznik, Christina A; Sathyanarayana, Sheela; Schantz, Susan L; Spindel, Eliot R; Stanford, Joseph B; Stroustrup, Annemarie; Teitelbaum, Susan L; Trasande, Leonardo; Volk, Heather; Wadhwa, Pathik D; Weiss, Scott T; Woodruff, Tracey J; Wright, Rosalind J; Zhao, Qi; Jacobson, Lisa P; Influences On Child Health Outcomes, On Behalf Of Program Collaborators For Environmental
The Environmental Influences on Child Health Outcomes (ECHO)-Wide Cohort Study (EWC), a collaborative research design comprising 69 cohorts in 31 consortia, was funded by the National Institutes of Health (NIH) in 2016 to improve children's health in the United States. The EWC harmonizes extant data and collects new data using a standardized protocol, the ECHO-Wide Cohort Data Collection Protocol (EWCP). EWCP visits occur at least once per life stage, but the frequency and timing of the visits vary across cohorts. As of March 4, 2022, the EWC cohorts contributed data from 60,553 children and consented 29,622 children for new EWCP data and biospecimen collection. The median (interquartile range) age of EWCP-enrolled children was 7.5 years (3.7-11.1). Surveys, interviews, standardized examinations, laboratory analyses, and medical record abstraction are used to obtain information in 5 main outcome areas: pre-, peri-, and postnatal outcomes; neurodevelopment; obesity; airways; and positive health. Exposures include factors at the level of place (e.g., air pollution, neighborhood socioeconomic status), family (e.g., parental mental health), and individuals (e.g., diet, genomics).
PMCID:10403303
PMID: 36963379
ISSN: 1476-6256
CID: 5738032
Residential mobility in pregnancy and potential exposure misclassification of air pollution, temperature, and greenness
Heo, Seulkee; Afanasyeva, Yelena; Trasande, Leonardo; Bell, Michelle L; Ghassabian, Akhgar
INTRODUCTION/UNASSIGNED:Epidemiological studies commonly use residential addresses at birth to estimate exposures throughout pregnancy, ignoring residential mobility. Lack of consideration for residential mobility during pregnancy might lead to exposure misclassification that should be addressed in environmental epidemiology. METHODS/UNASSIGNED:), temperature, and greenness (Enhanced Vegetation Index [EVI]). RESULTS/UNASSIGNED:) and EVI (range -0.305 to 0.307, average -0.013), but not temperature. Overestimations were significantly larger for mothers with higher socioeconomic status. Our findings indicate that the error for prenatal exposure can occur when residential mobility is not considered and is disproportional by maternal characteristics. CONCLUSIONS/UNASSIGNED:Epidemiological studies should consider residential mobility in exposure assessments based on geolocation when possible, and results based on mother's residence at birth should be interpreted with understanding of potential differential exposure misclassification.
PMCID:11189681
PMID: 38912392
ISSN: 2474-7882
CID: 5733012
Prenatal exposure to common plasticizers: a longitudinal study on phthalates, brain volumetric measures, and IQ in youth
Ghassabian, Akhgar; van den Dries, Michiel; Trasande, Leonardo; Lamballais, Sander; Spaan, Suzanne; Martinez-Moral, Maria-Pilar; Kannan, Kurunthachalam; Jaddoe, Vincent W V; Engel, Stephanie M; Pronk, Anjoeka; White, Tonya; Tiemeier, Henning; Guxens, Mònica
Exposure to phthalates, used as plasticizers and solvents in consumer products, is ubiquitous. Despite growing concerns regarding their neurotoxicity, brain differences associated with gestational exposure to phthalates are understudied. We included 775 mother-child pairs from Generation R, a population-based pediatric neuroimaging study with prenatal recruitment, who had data on maternal gestational phthalate levels and T1-weighted magnetic resonance imaging in children at age 10 years. Maternal urinary concentrations of phthalate metabolites were measured at early, mid-, and late pregnancy. Child IQ was assessed at age 14 years. We investigated the extent to which prenatal exposure to phthalates is associated with brain volumetric measures and whether brain structural measures mediate the association of prenatal phthalate exposure with IQ. We found that higher maternal concentrations of monoethyl phthalate (mEP, averaged across pregnancy) were associated with smaller total gray matter volumes in offspring at age 10 years (β per log10 increase in creatinine adjusted mEP = -10.7, 95%CI: -18.12, -3.28). Total gray matter volumes partially mediated the association between higher maternal mEP and lower child IQ (β for mediated path =-0.31, 95%CI: -0.62, 0.01, p = 0.05, proportion mediated = 18%). An association of higher monoisobutyl phthalate (mIBP) and smaller cerebral white matter volumes was present only in girls, with cerebral white matter volumes mediating the association between higher maternal mIBP and lower IQ in girls. Our findings suggest the global impact of prenatal phthalate exposure on brain volumetric measures that extends into adolescence and underlies less optimal cognitive development.
PMID: 37644173
ISSN: 1476-5578
CID: 5618482