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Determinants of phthalate exposures in pregnant women in New York City
Liu, Hongxiu; Wang, Yuyan; Kannan, Kurunthachalam; Liu, Mengling; Zhu, Hongkai; Chen, Yu; Kahn, Linda G; Jacobson, Melanie H; Gu, Bo; Mehta-Lee, Shilpi; Brubaker, Sara G; Ghassabian, Akhgar; Trasande, Leonardo
Previous studies have provided data on determinants of phthalates in pregnant women, but results were disparate across regions. We aimed to identify the food groups and demographic factors that predict phthalate exposure in an urban contemporary pregnancy cohort in the US. The study included 450 pregnant women from the New York University Children's Health and Environment Study in New York City. Urinary concentrations of 22 phthalate metabolites, including metabolites of di-2-ethylhexylphthalate (DEHP), were determined at three time points across pregnancy by liquid chromatography coupled with tandem mass spectrometry. The Diet History Questionnaire II was completed by pregnant women at mid-pregnancy to assess dietary information. Linear mixed models were fitted to examine determinants of urinary phthalate metabolite concentrations. Using partial-linear single-index (PLSI) models, we assessed the major contributors, among ten food groups, to phthalate exposure. Metabolites of DEHP and its ortho-phthalate replacement, diisononyl phthalate (DiNP), were found in >90% of the samples. The sum of creatinine-adjusted DiNP metabolite concentrations was higher in older and single women and in samples collected in summer. Hispanic and non-Hispanic Black women had lower urinary concentrations of summed metabolites of di-n-octyl phthalate (DnOP), but higher concentrations of low molecular weight phthalates compared with non-Hispanic White women. Each doubling of grain products consumed was associated with a 20.9% increase in ∑DiNP concentrations (95%CI: 4.5, 39.9). PLSI models revealed that intake of dried beans and peas was the main dietary factor contributing to urinary ∑DEHP, ∑DiNP, and ∑DnOP levels, with contribution proportions of 76.3%, 35.8%, and 27.4%, respectively. Urinary metabolite levels of phthalates in pregnant women in NYC varied by age, marital status, seasonality, race/ethnicity, and diet. These results lend insight into the major determinants of phthalates levels, and may be used to identify exposure sources and guide interventions to reduce exposures in susceptible populations.
PMID: 35358547
ISSN: 1096-0953
CID: 5201302
Exposure to Endocrine Disrupting Chemicals in Canada: Population-Based Estimates of Disease Burden and Economic Costs
Malits, Julia; Naidu, Mrudula; Trasande, Leonardo
Exposure to endocrine-disrupting chemicals (EDCs) contributes to substantial disease burden worldwide. We aim to quantify the disease burden and costs of EDC exposure in Canada and to compare these results with previously published findings in the European Union (EU) and United States (US). EDC biomonitoring data from the Canadian Health Measures Survey (2007-2011) was applied to 15 exposure-response relationships, and population and cost estimates were based on the 2010 general Canadian population. EDC exposure in Canada (CAD 24.6 billion) resulted in substantially lower costs than the US (USD 340 billion) and EU (USD 217 billion). Nonetheless, our findings suggest that EDC exposure contributes to substantial and costly disease burden in Canada, amounting to 1.25% of the annual Canadian gross domestic product. As in the US, exposure to polybrominated diphenyl ethers was the greatest contributor of costs (8.8 billion for 374,395 lost IQ points and 2.6 billion for 1610 cases of intellectual disability). In the EU, organophosphate pesticides were the largest contributor to costs (USD 121 billion). While the burden of EDC exposure is greater in the US and EU, there remains a similar need for stronger EDC regulatory action in Canada beyond the current framework of the Canadian Environmental Protection Act of 1999.
PMCID:8948756
PMID: 35324771
ISSN: 2305-6304
CID: 5220432
Understanding the Role of Persistent Organic Pollutants and Stress in the Association between Proximity to the World Trade Center Disaster and Birth Outcomes
Spratlen, Miranda J; Perera, Frederica P; Sjodin, Andreas; Wang, Yuyan; Herbstman, Julie B; Trasande, Leonardo
Fetal growth is affected by exposure to both prenatal stress and environmental contaminants. The attacks on the World Trade Center (WTC) resulted in exposure to chemicals and psychological stress amongst New York City residents. We measured prenatal maternal stress and exposure to persistent organic pollutants (polybrominated diphenyl ethers, polychlorinated biphenyls, and polychlorinated dibenzo-p-dioxins (PCDDs)) in 108 participants from a Columbia University WTC birth cohort. Principal component (PC) analyses were conducted to characterize the mixture of exposure to the three groups of chemicals. We evaluated the associations between geographical exposures (proximity to the WTC disaster) and both chemical exposures (PCs) and stress (demoralization). We then evaluated the effect these exposures (PCs and stress) had on previously reported associations between geographical WTC exposure and birth outcomes (birth weight and birth length) in this study population to understand their individual roles in the observed associations. Geographical exposure via proximity to the WTC was associated with the PC reflecting higher PCDD exposure (PC3) (β = 0.60, 95% CI: 0.03, 1.18 for living/working within 2 miles of the WTC; and β = 0.73, 95% CI = 0.08, 1.38 for living within 2 miles of WTC). Previously reported reductions in birth weight and length associated with WTC proximity (β = -215.2, 95% CI: -416.2, -14.3 and β = -1.47, 95% CI: -2.6, -0.34, respectively) were attenuated and no longer significant for birth weight (β = -156.4, 95% CI: -358.2, 45.4) after adjusting for PC3, suggesting that PCDDs may act as partial mediators in this previously observed association. The results of this study can help focus future research on the long-term health effects of these prenatally exposed populations.
PMCID:8871981
PMID: 35206202
ISSN: 1660-4601
CID: 5172362
Endocrine-Disrupting Chemicals and Child Health
Ghassabian, Akhgar; Vandenberg, Laura; Kannan, Kurunthachalam; Trasande, Leonardo
While definitions vary, endocrine-disrupting chemicals (EDCs) have two fundamental features: their disruption of hormone function and their contribution to disease and disability. The unique vulnerability of children to low-level EDC exposures has eroded the notion that only the dose makes the thing a poison, requiring a paradigm shift in scientific and policy practice. In this review, we discuss the unique vulnerability of children as early as fetal life and provide an overview of epidemiological studies on programming effects of EDCs on neuronal, metabolic, and immune pathways as well as on endocrine, reproductive, and renal systems. Building on this accumulating evidence, we dispel and address existing myths about the health effects of EDCs with examples from child health research. Finally, we provide a list of effective actions to reduce exposure, and subsequent harm that are applicable to individuals, communities, and policy-makers. Expected final online publication date for the Annual Review of Pharmacology and Toxicology, Volume 62 is January 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
PMID: 34555290
ISSN: 1545-4304
CID: 5084922
Phthalates and attributable mortality: A population-based longitudinal cohort study and cost analysis
Trasande, Leonardo; Liu, Buyun; Bao, Wei
CONTEXT/BACKGROUND:Accelerating evidence of endocrine-related morbidity has raised alarm about the ubiquitous use of phthalates in the human environment, but studies have not directly evaluated mortality in relation to these exposures. OBJECTIVES/OBJECTIVE:To evaluate associations of phthalate exposure with mortality, and quantify attributable mortality and lost economic productivity in 2013-4 among 55-64 year olds. DESIGN/METHODS:This nationally representative cohort study included 5303 adults aged 20 years or older who participated in the US National Health and Nutrition Examination Survey 2001-2010 and provided urine samples for phthalate metabolite measurements. Participants were linked to mortality data from survey date through December 31, 2015. Data analyses were conducted in July 2020. MAIN OUTCOME MEASURES/METHODS:Mortality from all causes, cardiovascular disease, and cancer. RESULTS:Multivariable models identified increased mortality in relation to high-molecular weight (HMW) phthalate metabolites, especially those of di-2-ethylhexylphthalate (DEHP). Hazard ratios (HR) for continuous HMW and DEHP metabolites were 1.14 (95% CI 1.06-1.23) and 1.10 (95% CI 1.03-1.19), respectively, with consistently higher mortality in the third tertile (1.48, 95% CI 1.19-1.86; and 1.42, 95% CI 1.13-1.78). Cardiovascular mortality was significantly increased in relation to a prominent DEHP metabolite, mono-(2-ethyl-5-oxohexyl)phthalate. Extrapolating to the population of 55-64 year old Americans, we identified 90,761-107,283 attributable deaths and $39.9-47.1 billion in lost economic productivity. CONCLUSIONS:In a nationally representative sample, phthalate exposures were associated with all-cause and cardiovascular mortality, with societal costs approximating $39 billion/year or more. While further studies are needed to corroborate observations and identify mechanisms, regulatory action is urgently needed.
PMCID:8616787
PMID: 34654571
ISSN: 1873-6424
CID: 5062022
The Role of Childhood Asthma in Obesity Development: A Nationwide US Multicohort Study
Stratakis, Nikos; Garcia, Erika; Chandran, Aruna; Hsu, Tingju; Alshawabkeh, Akram; Aris, Izzuddin M; Aschner, Judy L; Breton, Carrie; Burbank, Allison; Camargo, Carlos A; Carroll, Kecia N; Chen, Zhanghua; Claud, Erika C; Dabelea, Dana; Dunlop, Anne L; Elliott, Amy J; Ferrara, Assiamira; Ganiban, Jody M; Gern, James E; Gold, Diane R; Gower, William A; Hertz-Picciotto, Irva; Karagas, Margaret R; Karr, Catherine J; Lester, Barry; Leve, Leslie D; Litonjua, Augusto A; Ludena, Yunin; McEvoy, Cindy T; Miller, Rachel L; Mueller, Noel T; O'Connor, Thomas G; Oken, Emily; O'Shea, T Michael; Perera, Frederica; Stanford, Joseph B; Rivera-Spoljaric, Katherine; Rundle, Andrew; Trasande, Leonardo; Wright, Rosalind J; Zhang, Yue; Zhu, Yeyi; Berhane, Kiros; Gilliland, Frank; Chatzi, Lida
RATIONALE/BACKGROUND:Asthma and obesity often co-occur. It has been hypothesized that asthma may contribute to childhood obesity onset. OBJECTIVES/OBJECTIVE:To determine if childhood asthma is associated with incident obesity and examine the role of asthma medication in this association. METHODS:We studied 8,716 children between ages 6 and 18.5 years who were nonobese at study entry participating in 18 US cohorts of the Environmental influences on Child Health Outcomes program (among 7,299 children with complete covariate data mean [SD] study entry age = 7.2 [1.6] years and follow up = 5.3 [3.1] years). MEASUREMENTS AND MAIN RESULTS/RESULTS:We defined asthma based on caregiver report of provider diagnosis. Incident obesity was defined as the first documented body mass index ≥95th percentile for age and sex following asthma status ascertainment. Over the study period, 26% of children had an asthma diagnosis and 11% developed obesity. Cox proportional hazards models with sex-specific baseline hazards were fitted to assess the association of asthma diagnosis with obesity incidence. Children with asthma had a 23% (95% confidence intervals [CI] = 4, 44) higher risk for subsequently developing obesity compared with those without asthma. A novel mediation analysis was also conducted to decompose the total asthma effect on obesity into pathways mediated and not mediated by asthma medication use. Use of asthma medication attenuated the total estimated effect of asthma on obesity by 64% (excess hazard ratios = 0.64; 95% CI = -1.05, -0.23). CONCLUSIONS:This nationwide study supports the hypothesis that childhood asthma is associated with later risk of obesity. Asthma medication may reduce this association and merits further investigation as a potential strategy for obesity prevention among children with asthma.
PMCID:8633057
PMID: 34561347
ISSN: 1531-5487
CID: 5087012
Prenatal Exposure to Phthalates and Bisphenols and Childhood Kidney Function: A Prospective Cohort Study
Sol, Chalana M.; Santos, Susana; Kannan, Kurunthachalam; Jaddoe, Vincent W.V.; Trasande, Leonardo
Fetal exposure to phthalates and bisphenols could be associated with kidney function. We aim to assess the association between maternal urine concentrations of phthalates and bisphenols during pregnancy and kidney function and size during childhood. In 1366 pregnant women from a prospective population-based cohort, we measured urine concentrations of phthalates, more specifically phthalic acid and metabolites of low molecular weight phthalates (LMWP) and high molecular weight phthalates (HMWP), with its subgroups of di-2-ethylhexylphthalate (DEHP) and di-n-octylphthalate (DNOP) metabolites, and bisphenol A, S and F during first, second and third trimester. We explored three methods of adjustment for maternal hydration status: creatinine standardization, covariate adjustment for creatinine and covariate-adjusted creatinine standardization plus covariate adjustment. We measured kidney size, calculated estimated glomerular filtration rate (eGFR) and the albumin/creatinine ratio in urine and assessed microalbuminuria at 6 years old. When applying creatinine standardization, we found some associations of higher maternal second trimester urine phthalic acid and overall mean phthalic acid and LMWP concentrations with higher eGFR. These associations were lessened when applying other methods of creatinine adjustment. The associations found when we applied the covariate adjustment for creatinine method were also lessened when applying other methods of creatinine adjustment. Only the association of higher second trimester phthalic acid maternal urine concentrations with higher eGFR at 6 years old remained significant irrespective of the method of creatinine adjustment. There were no consistent associations of maternal bisphenol A, S and F urine concentrations with childhood kidney function. There were no associations of maternal phthalate or bisphenol urine concentrations with kidney volume in children at 6 years old. Concluding, no consistent associations of maternal phthalate or bisphenol urine concentrations with childhood kidney function or volume could be found. Furthermore, the method of adjusting maternal urine phthalate and bisphenol concentrations for urinary dilution had a substantial effect on the associations with childhood kidney function, as it changed the conclusions about the directionality of the associations. Future studies including maternal kidney function are needed to further elucidate these association in humans.
SCOPUS:85141694048
ISSN: 2451-9766
CID: 5370112
Correction: Racial and geographic variation in effects of maternal education and neighborhood-level measures of socioeconomic status on gestational age at birth: Findings from the ECHO cohorts
Dunlop, Anne L; Essalmi, Alicynne Glazier; Avalos, Lyndsay; Breton, Carrie; Camargo, Carlos A; Cowell, Whitney J; Dabelea, Dana; Dager, Stephen R; Duarte, Cristiane; Elliott, Amy; Fichorova, Raina; Gern, James; Hedderson, Monique M; Thepaksorn, Elizabeth Hom; Huddleston, Kathi; Karagas, Margaret R; Kleinman, Ken; Leve, Leslie; Li, Ximin; Li, Yijun; Litonjua, Augusto; Ludena-Rodriguez, Yunin; Madan, Juliette C; Nino, Julio Mateus; McEvoy, Cynthia; O'Connor, Thomas G; Padula, Amy M; Paneth, Nigel; Perera, Frederica; Sathyanarayana, Sheela; Schmidt, Rebecca J; Schultz, Robert T; Snowden, Jessica; Stanford, Joseph B; Trasande, Leonardo; Volk, Heather E; Wheaton, William; Wright, Rosalind J; McGrath, Monica; ,
[This corrects the article DOI: 10.1371/journal.pone.0245064.].
PMID: 35522645
ISSN: 1932-6203
CID: 5678962
Maternal Perceived Stress During the COVID-19 Pandemic: Pre-Existing Risk Factors and Concurrent Correlates in New York City Women
Ghassabian, Akhgar; Jacobson, Melanie H; Kahn, Linda G; Brubaker, Sara G; Mehta-Lee, Shilpi S; Trasande, Leonardo
PMCID:9035490
PMID: 35479764
ISSN: 1661-8564
CID: 5217012
Prenatal Exposure to Nonpersistent Chemical Mixtures and Offspring IQ and Emotional and Behavioral Problems
van den Dries, Michiel A; Ferguson, Kelly K; Keil, Alexander P; Pronk, Anjoeka; Spaan, Suzanne; Ghassabian, Akhgar; Santos, Susana; Jaddoe, Vincent W V; Trasande, Leonardo; Tiemeier, Henning; Guxens, Mònica
Prenatal exposure to nonpersistent chemicals such as phthalates, bisphenols, and organophosphate (OP) pesticides is ubiquitous and occurs in mixtures. So far, epidemiological studies investigating neurodevelopmental consequences of these exposures have mainly been restricted to single-pollutant models. Thus, we studied the association between prenatal exposure to nonpersistent chemical mixtures and child IQ and emotional and behavioral problems. Data came from 782 mother-child pairs. Eleven phthalate, one bisphenol, and five OP pesticide urinary exposure biomarkers were measured three times during pregnancy and averaged. Nonverbal IQ, internalizing and attention problems, aggressive behavior, and autistic traits were assessed at child age 6 years. We used quantile g-computation to estimate the change in each outcome per quartile increase in all chemicals within the mixture. Higher exposure to the mixture was associated with lower nonverbal IQ (-4.0 points (95%CI = -7.0, -1.0), -5.5 points (95%CI = -10.2, -0.9), and -4.6 points (95%CI = -10.8, 1.5) for the second, third, and fourth quartile, respectively, compared to the first quartile). These results were mainly driven by the phthalate mixture. No association was observed with emotional and behavioral problems. Prenatal exposure to nonpersistent chemical mixtures was associated with lower nonverbal IQ in children. Exposure to chemical mixtures during gestation is universal and may impact neurodevelopment.
PMID: 34878787
ISSN: 1520-5851
CID: 5084942