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Fetal exposure to phthalates and body mass index from infancy to adolescence. The Generation R study
Sol, Chalana M; Delgado, Geneviève; Kannan, Kurunthachalam; Jaddoe, Vincent W V; Trasande, Leonardo; Santos, Susana
Prenatal exposure to phthalates might influence the development of childhood obesity. Most previous studies used body mass index (BMI) at a specific age instead of BMI development, which might be a better indicator of later health. We aimed to assess the association of prenatal phthalate exposure with longitudinal BMI development from infancy to adolescence. Among 1,379 mother-child pairs from a population-based cohort study, phthalate concentrations were measured in maternal spot urine samples, collected during first, second and third trimester. We estimated age- and sex-adjusted BMI standard deviation scores (SDS) at 6 months and 1, 2, 3, 4, 6, 10 and 13 years. We examined the associations of maternal phthalate urine concentrations during pregnancy with repeated measures of BMI using linear mixed effects models. An interquartile range higher natural log-transformed maternal first trimester high-molecular weight phthalate and di-2-ethylhexylphthalate (DEHP) urine concentrations were associated with a -0.10 (95% confidence interval (CI) -0.15 to -0.04), and -0.09 (95% CI -0.15 to -0.04) lower age- and sex-adjusted BMI at 6 months. An interquartile range higher natural log-transformed maternal first trimester phthalic acid and low-molecular weight phthalate urine concentrations were associated with a 0.11 (95% CI 0.03 to 0.18) and 0.13 (95% CI 0.04 to 0.21) higher age- and sex-adjusted BMI at 13 years old. No significant associations were observed for maternal second and third trimester phthalate urine concentrations with BMI. Thus, higher maternal phthalate metabolites urine concentrations appear to be related to lower BMI at early ages but with higher BMI at later ages.
PMID: 40023387
ISSN: 1096-0953
CID: 5814082
Filling gaps in population estimates of phthalate exposure globally: A systematic review and meta-analysis of international biomonitoring data
Acevedo, Jonathan M; Kahn, Linda G; Pierce, Kristyn A; Albergamo, Vittorio; Carrasco, Anna; Manuel, Robbie S J; Singer Rosenberg, Marissa; Trasande, Leonardo
Many phthalates have been identified as endocrine-disrupting chemicals because they alter hormone functions throughout the lifespan. Nationally representative biomonitoring data are available from the United States, Canada, and Europe, but data elsewhere are sparse, making extrapolations of related disease and disability burdens difficult. We therefore examined trends in urinary phthalate metabolite concentrations in non-occupationally exposed populations in countries other than the United States, Canada, and Europe, where representative data are already available at the country level. We systematically reviewed studies published between 2000 and 2023 and analyzed changes in urinary phthalate metabolite concentrations across time using mixed-effects meta-regression models with and without a quadratic term for time. We controlled for region, age, and pregnancy status, and identified heterogeneity using Cochran's Q-statistic and I2 index. Our final analysis consisted of 216 studies. Non-pregnant and youth populations exhibited nearly 2.0-fold or greater difference in concentration compared to pregnant and adult populations. Phthalates with significant regional differences had 10-fold higher concentrations in the Middle East and South Asia than in other regions. Our meta-regressions identified an exponential increase in DBP exposure through MnBP concentration internationally (beta: 0.65 ng/mL/year2) and in Eastern and Pacific Asia (EPA) (beta: 0.78 ng/mL/year2). Most DEHP and DnOP metabolites significantly declined internationally and in EPA, while MEP concentration declined by 10.62 ng/mL in Latin America and 8.98 ng/mL in Africa over time. Our findings fill gaps in phthalate exposure data and set the stage for further analysis of the attributable disease burden and cost at regional and international levels, especially in low- and middle-income countries.
PMID: 39954352
ISSN: 1618-131x
CID: 5794112
Prenatal exposure to environmental bisphenols over time and their association with childhood asthma, allergic rhinitis and atopic dermatitis in the ECHO consortium
Miller, Rachel L; Wang, Yuyan; Aalborg, Jenny; Alshawabkeh, Akram N; Bennett, Deborah H; Breton, Carrie V; Buckley, Jessie P; Dabelea, Dana; Dunlop, Anne L; Ferrara, Assiamira; Gao, Griffith; Gaylord, Abigail; Gold, Diane R; Hartert, Tina; Hertz-Picciotto, Irva; Hoepner, Lori A; Karagas, Margaret; Karr, Catherine J; Kelly, Rachel S; Khatchikian, Camilo; Liu, Mengling; Meeker, John D; O'Connor, Thomas G; Peterson, Alicia K; Sathyanarayana, Sheela; Sordillo, Joanne; Trasande, Leonardo; Weiss, Scott T; Zhu, Yeyi; ,
Concerns persist about the potential impact of prenatal exposure to bisphenols (BP) and their replacement analogues on childhood asthma and allergies. Previous studies on single and small cohorts had limited statistical power, few investigated analogues BPF and BPS, and even fewer examined atopic outcomes. Our objective was to assess whether prenatal exposures to individual environmental bisphenols (BPA, BPF, BPS) influence risk of childhood asthma, allergic rhinitis, and atopic dermatitis. Data from the U.S. Environmental Influences on Child Health Outcomes (ECHO) consortium were harmonized on measures of prenatal urinary BPA, BPF and BPS and asthma and allergic rhinitis (ages 5-9 years) and atopic dermatitis (up to age 3 years) from 1905 mother-child pairs that were collected between 1998 and 2017. Across the 2012 federal ban of BPA from certain infant products, median BPA levels decreased from 1.11 ng/ml to 0.86 ng/ml; median BPF levels decreased from 0.51 ng/ml to 0.39 ng/ml; and median BPS levels increased from 0.23 ng/ml to 0.31 ng/ml (dilution adjusted; p < 0.001 for all three median comparisons). Prenatal measures of BPA, BPF, and BPS were unrelated to the risk of childhood asthma, allergic rhinitis, or atopic dermatitis in the total population. Modest sex-dependent effects were observed: only among girls, second tertile levels of BPF was associated with a reduced odds of asthma (odds ratio (OR) 0.27, 95% confidence interval (CI) 0.08, 0.93); a continuous index of prenatal BPS was associated with reduced odds of atopic dermatitis (OR 0.64, 95% CI 0.44, 0.93). The ongoing and changing patterns of exposure to bisphenols in the U.S. population require further study with additional attention to time windows of exposure and co-occurring social determinants of health, to continue to inform current policies and evaluate the importance of limiting exposure to BPA and its analogues on childhood asthma, allergic rhinitis, and atopic dermatitis.
PMID: 39615574
ISSN: 1873-6424
CID: 5780022
Environmental and dietary factors associated with urinary OH-PAHs in mid-pregnancy in a large multi-site study
Riederer, Anne M; Sherris, Allison R; Szpiro, Adam A; Melough, Melissa M; Simpson, Christopher D; Loftus, Christine T; Day, Drew B; Wallace, Erin R; Trasande, Leonardo; Barrett, Emily S; Nguyen, Ruby Hn; Kannan, Kurunthachalam; Robinson, Morgan; Swan, Shanna H; Mason, W Alex; Bush, Nicole R; Sathyanarayana, Sheela; LeWinn, Kaja Z; Karr, Catherine J
BACKGROUND:PAH exposure is associated with adverse health outcomes, but exposure sources in pregnancy are not well-understood. OBJECTIVES/OBJECTIVE:We examined associations between urinary OH-PAHs during pregnancy and environmental tobacco smoke (ETS) and short-term ambient air pollution exposure. Participants included 1603 pregnant non-smokers in three cohorts from 7 sites across the USA. We also examined associations with intake of foods typically high in PAHs in one cohort with dietary assessment data (n = 801). METHODS:quartile adjusted for specific gravity, site, batch, household income, education, employment status, neighborhood deprivation index, season, and year. For the food model, PAH dietary intakes were estimated using food frequency questionnaire data and standard portion weights from a national database. RESULTS:was not associated with any OH-PAH, nor was self-reported dietary intake. CONCLUSIONS:and diet measured via usual intakes appear less influential. Our findings underscore the importance of policies/actions to reduce environmental tobacco smoke exposure among pregnant people.
PMID: 39631646
ISSN: 1096-0953
CID: 5778242
Thyroid disrupting chemicals during pregnancy: an invitation to collaborate in the consortium on thyroid and pregnancy [Letter]
Derakhshan, Arash; Ghassabian, Akhgar; Trasande, Leonardo; Korevaar, Tim I M
This is an invitation letter for the principal investigators and cohort studies to join the Consortium on Thyroid and Pregnancy. The inclusion criteria are population-based cohorts with data on maternal thyroid function during pregnancy and any measurement of known groups of endocrine disrupting chemicals.
PMCID:11760081
PMID: 39856777
ISSN: 1756-6614
CID: 5782102
Prenatal polycyclic aromatic hydrocarbons exposure and child growth and adiposity: A longitudinal study
Shahin, Sarvenaz; Ghassabian, Akhgar; Blaauwendraad, Sophia M; Duh-Leong, Carol; Kannan, Kurunthachalam; Long, Sara E; Herrera, Teresa; Seok, Eunsil; Pierce, Kristyn A; Liu, Mengling; Trasande, Leonardo
BACKGROUND:Exposure to polycyclic aromatic hydrocarbons (PAHs) during childhood has been associated with altered growth and adiposity in children. The effects of prenatal exposure to PAHs on developmental programming of growth and adiposity are still unknown. OBJECTIVE:To study the association of prenatal exposure to PAHs with early childhood growth and adiposity measures. METHODS:In NYU Children's Health and Environment Study (2016-2019), we studied 880 mother-child pairs for maternal urinary PAH metabolites in early, mid, and late pregnancy and measured child weight, length/height, triceps, and subscapular skinfold thicknesses at 1, 2, 3, and 4 years. We used linear mixed models to investigate associations between average pregnancy exposure to PAHs and the z-scores of child repeated measures. The models were adjusted for sociodemographic and health-related factors. RESULTS:Children prenatally exposed to higher levels of PAHs had greater weight and length/height z scores. We found an interaction with time-point of child assessment, showing stronger associations at later ages. For instance, PAH exposure was associated with higher weight z-scores at 3 years: coefficient per Ln-unit increase in 2-NAP=0.25 (95%CI: 0.13, 0.37), 2-PHEN=0.25 (95%CI: 0.11, 0.39), 1-PYR=0.13 (95%CI: 0.02, 0.24), and 4-PHEN=0.09 (95%CI: 0.02, 0.15). Higher concentrations of 2-NAP (coefficient=0.21, 95%CI: 0.11, 0.31), 2-PHEN (coefficient=0.24, 95%CI: 0.12, 0.35), 3-PHEN (coefficient=0.13, 95%CI: 0.02, 0.24]), 4-PHEN (coefficient=0.09, 95%CI: 0.04, 0.15), and 1-PYR (coefficient=0.11, 95%CI: 0.02, 0.21) were associated with higher weight z-score at 4 years. CONCLUSION/CONCLUSIONS:Prenatal PAH exposure may contribute to the developmental programming of growth in childhood.
PMID: 39756778
ISSN: 1096-0953
CID: 5782092
Associations of prenatal urinary melamine, melamine analogues, and aromatic amines with gestational duration and fetal growth in the ECHO Cohort
Choi, Giehae; Xun, Xiaoshuang; Bennett, Deborah H; Meeker, John D; Morello-Frosch, Rachel; Sathyanarayana, Sheela; Schantz, Susan L; Trasande, Leonardo; Watkins, Deborah; Pellizzari, Edo D; Li, Wenlong; Kannan, Kurunthachalam; Woodruff, Tracey J; Buckley, Jessie P; ,
Melamine, its analogues, and aromatic amines (AAs) were commonly detected in a previous study of pregnant women in the Environmental influences on Child Health Outcomes (ECHO) Cohort. While these chemicals have identified toxicities, little is known about their influences on fetal development. We measured these chemicals in gestational urine samples in 3 ECHO cohort sites to assess associations with birth outcomes (n = 1,231). We estimated beta coefficients and 95% confidence intervals (CIs) using adjusted linear mixed models with continuous dilution-standardized concentrations (log2 transformed and scaled by interquartile range, IQR) or binary indicators for detection. As secondary analyses, we repeated analyses using categorical outcomes. Forty-one of 45 analytes were detected in at least one sample, with > 95 % detection of melamine, cyanuric acid, ammelide, and aniline. Higher melamine concentration was associated with longer gestational age (β^ per IQR increase of log2-transformed: 0.082 [95 % CI: -0.012, 0.177]; 2nd vs 1st tertile: 0.173 [-0.048, 0.394]; 3rd vs 1st tertile: 0.186 [-0.035, 0.407]). Similarly in secondary analyses using categorical outcomes, an IQR increase in log2(melamine) was associated with 1.22 [0.99, 1.50] higher odds of post-term (>40 & ≤42 weeks) as compared to full-term (≥38 & ≤40 weeks). Several AAs were associated with birthweight and gestational length, with the direction of associations varying by AA. Some stronger associations were observed in females. Our findings suggest melamine and its analogs and AAs may influence gestational length and birthweight.
PMID: 39740267
ISSN: 1873-6750
CID: 5781842
The role of plastics in allergy, immunology, and human health: What the clinician needs to know and can do about it
Trasande, Leonardo
The effects of plastics on human health include allergy, atopy, asthma, and immune disruption, but the consequences of chemicals used in plastic materials span nearly every organ system and age group as well. Behavioral interventions to reduce plastic chemical exposures have reduced exposure in low- and high-income populations, yet health care providers know little about plastic chemical effects and seldom offer steps to patients to limit exposure. Health care facilities also use many products that increase the risk of chemical exposures, particularly for at-risk populations such as children in neonatal intensive care units. Given that disparities in plastic chemical exposure are well documented, collaborative efforts are needed between scientists and health care organizations, to develop products that improve provider knowledge about chemicals used in plastic materials and support the use of safer alternatives in medical devices and other equipment.
PMID: 38945394
ISSN: 1534-4436
CID: 5698192
Stability of cytokine and immunoglobulin concentrations in the general population: prepandemic basal concentrations and intraindividual changes until the COVID-19 pandemic
Gasull, Magda; Pumarega, José; Aguilar, Ruth; Campi, Laura; Prieto-Merino, David; Villar-García, Judit; Rius, Cristina; Bolúmar, Francisco; Trasande, Leonardo; Dobaño, Carlota; Moncunill, Gemma; Porta, Miquel
BACKGROUND/UNASSIGNED:While there is wide evidence on concentrations of cytokines in patients attending health care facilities, evidence is scant on physiological, basal concentrations of cytokines in the general population and across sociodemographic groups, as well as on their potential stability over time. Furthermore, from a public health perspective it is remarkable that no studies have analyzed intraindividual changes in such concentrations from before the COVID-19 pandemic until its outbreak. OBJECTIVES/UNASSIGNED:To investigate: (a) prepandemic concentrations of cytokines and immunoglobulins to viral exposures in a general, non-institutionalized population, and their associated sociodemographic variables; (b) the intraindividual change in such concentrations between a prepandemic period (2016-17) and the initial pandemic period (2020-21); and (c) whether such change was similar in participants who in 2020-21 were SARS-CoV-2 seronegative and seropositive, and between participants who did and did not develop COVID-19. METHODS/UNASSIGNED:We conducted a prospective cohort study in 240 individuals from the general population of Barcelona, Spain. Thirty cytokines and 31 immunoglobulins were measured in paired serum samples collected in 2016-17 and 2020-21 in the same individuals. RESULTS/UNASSIGNED:The median value of the relative intraindividual change in cytokine concentrations between 2016 and 2020 was <15% for 29 of the 30 cytokines. A substantial number of participants had an intraindividual increase or decrease ≥15% in some cytokines. No major differences in intraindividual changes of cytokine and immunoglobulin levels between 2016 and 2020 were observed between participants who did and did not develop COVID-19. CONCLUSION/UNASSIGNED:We provide novel information on physiological, basal ex-vivo concentrations of cytokines and immunoglobulins in a general population, which should be relevant for clinical practice and public health. Intraindividual changes in cytokines and immunoglobulins during the 4 years from 2016-17 to 2020-21 were moderate, and they did not differ between participants who in 2020-21 were SARS-CoV-2 seropositive and seronegative, nor between participants who did and did not develop COVID-19 disease. These findings are also novel and relevant for medicine and public health. In particular, the stability in the biomarkers is relevant to assess the role of the immunological and inflammatory state (measured through baseline levels of cytokines and immunoglobulins) in the development of SARS-CoV-2 seropositivity and COVID-19 disease, as well as in the susceptibility to other infections and pathologies.
PMCID:12263939
PMID: 40672932
ISSN: 2296-2565
CID: 5906472
Effects of chemical exposures and diet on birth outcomes in a New York City pregnancy cohort: Mediation through favorable fetal growth conditions
Seok, Eunsil; Ghassabian, Akhgar; Wang, Yuyan; Afanasyeva, Yelena; Mehta-Lee, Shilpi S; Kannan, Kurunthachalam; Trasande, Leonardo; Liu, Mengling
BACKGROUND:Fetal growth is shaped by a complex interplay of parental traits, environmental exposures, nutritional intake, and genetic predispositions. In epidemiological research, birth weight is widely used as a proxy of impaired or favorable fetal growth; but it fails to provide a comprehensive measure, particularly if used alone. METHODS:In a cohort of 538 mother-fetal pairs from the New York University Children's Health and Environment Study (NYU CHES), we utilized multiple linear regression and structural equation modeling (SEM) to assess the influence of various determinants-maternal characteristics, chemical exposures, and dietary factors-on fetal growth. To comprehensively evaluate fetal growth, we employed the concept of latent variable Favorable Fetal Growth Conditions (FFGC), together with three observed outcomes: birth weight, birth length, and gestational age. RESULTS:Maternal characteristics such as height, BMI, race/ethnicity, and maternal alcohol intake were significantly associated with birth weight, birth length, and gestational age in both the linear regression and with FFGC in the SEM. However, SEM additionally revealed significant relationships that were not detected by linear regression. Specifically, di(2-ethylhexyl) phthalate (DEHP) latent factor showed a negative association with the FFGC (β=-0.16, 95% confidence interval (CI)=-0.27, -0.04). The diet latent variable positively impacted FFGC (β=0.15, 95% CI=0.04, 0.25), whereas total calorie intake exhibited a negative effect (β=-0.13, 95% CI=-0.22, -0.05). CONCLUSION/CONCLUSIONS:The SEM provided a thorough understanding of the multifaceted pathways through which multiple factors of chemical mixtures, diet intakes, and maternal characteristics affected fetal development, uncovering nuanced associations that were not apparent in direct effects models. Our findings highlight the intricate interplay of maternal characteristics, chemical exposures, and dietary factors in shaping fetal growth.
PMCID:12118982
PMID: 40435315
ISSN: 1932-6203
CID: 5855412