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Gestational exposure to organophosphate ester flame retardants and risk of childhood obesity in the environmental influences on child health outcomes consortium

Peterson, Alicia K; Alexeeff, Stacey E; Ames, Jennifer L; Feng, Juanran; Yoshida, Cathleen; Avalos, Lyndsay A; Barrett, Emily S; Bastain, Theresa M; Bennett, Deborah H; Buckley, Jessie P; Croen, Lisa A; Dunlop, Anne L; Hedderson, Monique M; Herbstman, Julie B; Kannan, Kurunthachalam; Karagas, Margaret R; McEvoy, Cindy T; O'Connor, Thomas G; Romano, Megan E; Sathyanarayana, Sheela; Schantz, Susan L; Schmidt, Rebecca J; Starling, Anne P; Trasande, Leonardo; Woodruff, Tracey J; Zhao, Qi; Zhu, Yeyi; Ferrara, Assiamira; ,
INTRODUCTION/BACKGROUND:Organophosphate esters (OPEs) are increasing in use as flame retardants and plasticizers and concerns have been raised given their endocrine-disrupting activities and possible obesogenic consequences. However, longitudinal studies on gestational OPE exposure and childhood obesity are scarce. This study examined whether OPE levels in maternal urine during pregnancy were associated with the risk of childhood obesity. METHODS:OPEs were analyzed in pregnancy urine samples of 5,087 individuals from 14 studies contributing to the Environmental influences on Child Health Outcomes (ECHO) Cohort. BDCPP, DBUP/DIBP, and DPHP, detected in > 80 % of the samples, were modeled continuously and by tertiles; whereas BCPP, BBOEP, and BCETP, detected in 50-80 % of samples, were modeled categorically (not-detected, low, and high). Childhood obesity was defined by BMI z-score ≥ 95th percentile according to WHO (<2 years) and the CDC (≥2 years) metrics. Adjusted modified Poisson regression models assessed childhood obesity risk and the mixture effect was assessed using Bayesian kernel machine regression (BKMR). RESULTS:BMI measurements were available for 3,827 children in infancy (0.5-1.9 years), 3,921 children in early childhood (2.0-4.9 years), and 2,541 children in mid-childhood (5.0-10.0 years). Obesity was present in 16-21 % of children across age groups. In mid-childhood DBUP/DIBP second and third versus first tertiles were associated with increased obesity risk (RR 1.14; 95 % CI: 1.02, 1.28; and RR 1.11; 95 % CI: 0.97, 1.27; respectively); whereas BDCPP second and third versus first tertiles reflected an inverse association with obesity risk (RR 0.85; 95 % CI: 0.80, 0.91 and RR 0.91; 95 % CI: 0.77, 1.07; respectively). No association with obesity risk was observed for DPHP, BCPP, BBOEP, and BCETP. Directions observed were consistent with those seen in BKMR models. CONCLUSIONS:This study identified mixed associations between gestational OPE exposure and childhood obesity. Further investigation across a comprehensive range of OPE exposures is warranted.
PMID: 39437621
ISSN: 1873-6750
CID: 5738892

Response to Letter to the Editor From Landrigan et al: "Chemicals Used in Plastic Materials: An Estimate of the Attributable Disease Burden and Costs in the United States"

Trasande, Leonardo; Park, Kevin; Obsekov, Vladislav; Belliveau, Michael
PMID: 38752204
ISSN: 2472-1972
CID: 5733632

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

Sociodemographic and dietary determinants of glyphosate exposure in a NYC-based pregnancy cohort

Mellor, Ellison; Trasande, Leonardo; Albergamo, Vittorio; Kannan, Kurunthachalam; Li, Zhongmin; Ghassabian, Akhgar; Afanasyeva, Yelena; Liu, Mengling; Cowell, Whitney
Previous studies have provided evidence for associations between glyphosate and aminomethylphosphonic acid (AMPA) exposure and adverse birth outcomes. However, few pregnancy cohort studies have investigated dietary and other determinants of glyphosate and AMPA exposure. We aimed to identify dietary and sociodemographic factors that predict glyphosate and AMPA exposure in a contemporary, urban pregnancy cohort in the US. The study included 725 pregnant participants from the New York University Children's Health and Environment Study (NYU CHES) in New York City. Urinary concentrations of glyphosate and AMPA, determined by high-performance liquid chromatography and tandem mass spectrometry, were analyzed in urine collected from NYU CHES participants across three prenatal time points. The Diet Health Questionnaire II was completed to capture dietary intake during the prenatal period. Descriptive statistics and bivariate linear models were used to assess determinants of urinary glyphosate and AMPA concentrations. Median urinary glyphosate and AMPA levels were 0.36 ng/mL and 0.37 ng/mL, respectively. Lower glyphosate levels were associated with younger age, obesity, public insurance, being single, and lower educational attainment. Nuts, seeds and whole grain intake was associated with increased urinary glyphosate concentrations. Urinary glyphosate concentrations were lower in summer than in winter. The study findings highlight widespread exposure to glyphosate and AMPA in this pregnancy cohort, with nuts/seeds and whole grains identified as possible dietary sources of exposure. High detection rates in the study population necessitate further research on dietary exposure patterns and perinatal outcomes to inform targeted interventions and reduce exposure in vulnerable populations.
PMID: 39374760
ISSN: 1873-6424
CID: 5730122

A randomized, placebo-controlled crossover trial to assess the influence of body weight on aspirin-triggered specialized pro-resolving mediators: Protocol for the DISCOVER Study

McGowan, Natalie G; Zhong, Judy H; Trasande, Leonardo; Hellmann, Jason; Heffron, Sean P
BACKGROUND/UNASSIGNED:, a specialized pro-resolving mediator, is suboptimal in higher weight individuals, which may contribute to the clinical trial findings. METHODS/UNASSIGNED:To test this hypothesis, we are conducting a double-blind, placebo-controlled, randomized, mechanistic crossover trial. Healthy men and women exhibiting a wide range of body weights take 81mg aspirin and 325mg aspirin for 3 weeks each, following 3-week placebo run-in and wash-out phases. Our target sample size is 90 subjects, with a minimum of 72 completing all visits estimated to be necessary to achieve power adequate to test our primary hypothesis. RESULTS/UNASSIGNED:occurring with each dose of aspirin. Secondary endpoints include lipid mediator profiles, serum bioactive lipid profiles, and other endpoints involved in the resolution of vascular inflammation. CONCLUSIONS/UNASSIGNED:Study enrollment began in November 2021 and is ongoing. The results of this study will improve our understanding of the mechanisms underlying aspirin's role(s) in the prevention of adverse cardiovascular outcomes. They may also lead to additional studies with the potential to inform dosing strategies for patients based on body weight.
PMCID:10997378
PMID: 38585621
ISSN: 2349-3259
CID: 5725552

Concentrations of Per-and Polyfluoroalkyl Substances (PFAS) and Pancreatic Cancer: A Case"“Control Study in New York

Long, Sara; Porta, Miquel; Yang, Jeffrey; Jing, Xiaohong; Gasull, Magda; Burgos, Gabriela; Simeone, Diane; Trasande, Leonardo
The aim was to investigate the concentrations of some per- and polyfluoroalkyl substances (PFAS) in patients with pancreatic cancer from New York, and to compare them with a group of controls from the general population of the United States. We selected 50 cases of pancreatic cancer from donors to the New York University Pancreatic Biorepository. Controls were selected from the 2017"“18 National Health and Examination Survey sample (n = 167), matched to cases on age, sex, and race and ethnicity. Six PFAS were analyzed in serum samples using high performance liquid chromatography in conjunction with mass spectrometry. PFAS concentrations were categorized into tertiles to explore non-linear associations, and odds ratios (OR) were estimated using conditional logistic regression, adjusting by BMI. Most PFAS were not associated with pancreatic cancer risk. Serum perfluorohexane sulfonic acid (PFHxS) was associated with a decreased risk (OR for upper tertile = 0.24, 95% CI: 0.09, 0.67). In contrast, participants with the highest tertile of perfluoroundecanoic acid (PFUnDA) had a higher risk (OR = 2.60, 95% CI: 1.11, 6.09). Adjusting for BMI did not materially change the results. Study limitations include: in pancreatic cancer patients, blood used to measure PFAS was collected around the time of diagnosis; cases and controls could not be sampled from the same geographic location; slightly different laboratory methods were used to analyze PFAS in cases and controls. Most PFAS studied were not significantly associated with pancreatic cancer, except for PFHxS and PFUnDA, which exhibited opposite trends. Findings and limitations of the present study warrant further investigation with improved study designs and data on complex PFAS mixtures.
SCOPUS:85203702278
ISSN: 2451-9766
CID: 5716502

Do small effects matter more in vulnerable populations? an investigation using Environmental influences on Child Health Outcomes (ECHO) cohorts

Peacock, Janet L; Coto, Susana Diaz; Rees, Judy R; Sauzet, Odile; Jensen, Elizabeth T; Fichorova, Raina; Dunlop, Anne L; Paneth, Nigel; Padula, Amy; Woodruff, Tracey; Morello-Frosch, Rachel; Trowbridge, Jessica; Goin, Dana; Maldonado, Luis E; Niu, Zhongzheng; Ghassabian, Akhgar; Transande, Leonardo; Ferrara, Assiamira; Croen, Lisa A; Alexeeff, Stacey; Breton, Carrie; Litonjua, Augusto; O'Connor, Thomas G; Lyall, Kristen; Volk, Heather; Alshawabkeh, Akram; Manjourides, Justin; Camargo, Carlos A; Dabelea, Dana; Hockett, Christine W; Bendixsen, Casper G; Hertz-Picciotto, Irva; Schmidt, Rebecca J; Hipwell, Alison E; Keenan, Kate; Karr, Catherine; LeWinn, Kaja Z; Lester, Barry; Camerota, Marie; Ganiban, Jody; McEvoy, Cynthia; Elliott, Michael R; Sathyanarayana, Sheela; Ji, Nan; Braun, Joseph M; Karagas, Margaret R; ,
BACKGROUND:A major challenge in epidemiology is knowing when an exposure effect is large enough to be clinically important, in particular how to interpret a difference in mean outcome in unexposed/exposed groups. Where it can be calculated, the proportion/percentage beyond a suitable cut-point is useful in defining individuals at high risk to give a more meaningful outcome. In this simulation study we compute differences in outcome means and proportions that arise from hypothetical small effects in vulnerable sub-populations. METHODS:Data from over 28,000 mother/child pairs belonging to the Environmental influences on Child Health Outcomes Program were used to examine the impact of hypothetical environmental exposures on mean birthweight, and low birthweight (LBW) (birthweight < 2500g). We computed mean birthweight in unexposed/exposed groups by sociodemographic categories (maternal education, health insurance, race, ethnicity) using a range of hypothetical exposure effect sizes. We compared the difference in mean birthweight and the percentage LBW, calculated using a distributional approach. RESULTS:When the hypothetical mean exposure effect was fixed (at 50, 125, 167 or 250g), the absolute difference in % LBW (risk difference) was not constant but varied by socioeconomic categories. The risk differences were greater in sub-populations with the highest baseline percentages LBW: ranging from 3.1-5.3 percentage points for exposure effect of 125g. Similar patterns were seen for other mean exposure sizes simulated. CONCLUSIONS:Vulnerable sub-populations with greater baseline percentages at high risk fare worse when exposed to a small insult compared to the general population. This illustrates another facet of health disparity in vulnerable individuals.
PMCID:11438038
PMID: 39342237
ISSN: 1471-2458
CID: 5714152

Organic Pollutant Exposure and CKD: A Chronic Renal Insufficiency Cohort Pilot Study

Charytan, David M; Wu, Wenbo; Liu, Mengling; Li, Zhong-Min; Kannan, Kurunthachalam; Trasande, Leonardo; Pal, Vineet Kumar; Lee, Sunmi; Trachtman, Howard; ,
RATIONALE & OBJECTIVE/UNASSIGNED:This study aimed to assess the effect of exposure to organic pollutants in adults with chronic kidney disease (CKD). STUDY DESIGN/UNASSIGNED:This was a cross-sectional and longitudinal analysis. SETTING AND PARTICIPANTS/UNASSIGNED:Forty adults enrolled in the Chronic Renal Insufficiency Cohort (CRIC). EXPOSURES/UNASSIGNED:Exposure at baseline and longitudinally to various organic chemical pollutants. OUTCOMES/UNASSIGNED:The outcomes were as follows: death; composite of congestive heart failure, myocardial infarction, and stroke; event-free survival from kidney failure or ≥50% decline in estimated glomerular filtration rate (eGFR); and longitudinal trajectory of eGFR. ANALYTICAL APPROACH/UNASSIGNED:We used high-performance liquid chromatography with tandem mass spectrometry to measure urinary concentrations of bisphenols, phthalates, organophosphate pesticides, polycyclic aromatic hydrocarbons, melamine, and cyanuric acid at years 1, 3, and 5 after enrollment in the CRIC. Univariate and multivariable logistic regression were used to examine the association of individual compounds and classes of pollutants with the outcomes. The Cox proportional hazards model and Kaplan-Meier method were used to calculate hazard ratios and 95% CIs for each class of pollutants. RESULTS/UNASSIGNED:and 0.58 mg/g, respectively. Of 52 compounds assayed, 30 were detectable in ≥50% of participants. Urinary chemical concentrations were comparable in patients with CKD and healthy individuals from contemporaneous National Health and Nutrition Examination Survey cohorts. Phthalates were the only class with a trend toward higher exposure in patients with CKD. There was an inverse relationship between exposure and the eGFR slopes for bisphenol F, mono-(3-carboxypropyl) phthalate, mono-benzyl phthalate, mono-[2-(carboxymethyl)hexyl] phthalate, and melamine. There were no associations between organic pollutant exposure and cardiovascular outcomes. LIMITATIONS/UNASSIGNED:Small sample size, evaluation of single rather than combined exposures. CONCLUSIONS/UNASSIGNED:Simultaneous measurement of multiple organic pollutants in adults with CKD is feasible. Exposure levels are comparable with healthy individuals. Select contaminants, especially in the phthalate class, may be associated with more rapid deterioration in kidney function.
PMCID:10907218
PMID: 38435069
ISSN: 2590-0595
CID: 5704152

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

Early Infant Feeding Practices and Associations with Growth in Childhood

Clayton, Priscilla K; Putnick, Diane L; Trees, Ian R; Ghassabian, Akhgar; Tyris, Jordan N; Lin, Tzu-Chun; Yeung, Edwina H
Early infant growth trajectories have been linked to obesity risk. The aim of this study was to examine early infant feeding practices in association with anthropometric measures and risk of overweight/obesity in childhood. A total of 2492 children from Upstate KIDS, a population-based longitudinal cohort, were included for the analysis. Parents reported breastfeeding and complementary food introduction from 4 to 12 months on questionnaires. Weight and height were reported at 2-3 years of age and during later follow-up at 7-9 years of age. Age and sex z-scores were calculated. Linear mixed models were conducted, adjusting for maternal and child sociodemographic factors. Approximately 54% of infants were formula-fed at <5 months of age. Compared to those formula-fed, BMI- (adjusted B, -0.23; 95% CI: -0.42, -0.05) and weight-for-age z-scores (adjusted B, -0.16; -0.28, -0.03) were lower for those exclusively breastfed. Infants breastfed for ≥12 months had a lower risk of being overweight (aRR, 0.33; 0.18, 0.59) at 2-3 years, relative to formula-fed infants. Compared to introduction at <5 months, the introduction of fruits and vegetables between 5 and 8 months was associated with lower risk of obesity at 7-9 years (aRR, 0.45; 0.22, 0.93). The type and duration of breastfeeding and delayed introduction of certain complementary foods was associated with lower childhood BMI.
PMCID:10934149
PMID: 38474842
ISSN: 2072-6643
CID: 5692142