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1.
J Expo Sci Environ Epidemiol ; 33(2): 255-263, 2023 03.
Article in English | MEDLINE | ID: mdl-36564512

ABSTRACT

BACKGROUND: Some phthalates are still widely used in food packaging, toys, and personal care products, and links to adverse health have motivated substitution with replacement chemicals. Few studies have examined patterns and predictors of phthalate replacement biomarkers in children. OBJECTIVE: To examine associations of sociodemographic, dietary, and urine collection characteristics with urinary concentrations of biomarkers of select phthalates and their replacements in mid-childhood. METHODS: We studied 830 children ages 6-10 years in 2007-2010 in a Boston-area cohort. We quantified urinary metabolites and summed their concentrations to calculate biomarkers of the concentrations of ten parent phthalates/replacements. We used linear regression to examine mutually adjusted associations of each predictor with each phthalate biomarker. We used logistic regression to examine predictors of 1,2-cyclohexane dicarboxylic acid, diisononyl ester (DINCH) biomarker detectability. RESULTS: Predictor characteristics explained 25-48% of urinary biomarker variability. Di-2-ethylhexyl terephthalate (DEHTP) biomarker was higher in females (18.7% [95% CI: 0.7, 39.9]), children who consumed more meat and dairy, and samples collected from later years. DINCH biomarker was more detectable in females (odds ratio [OR] 2.1 [95% CI: 1.5, 3.0]) and samples from later years. SIGNIFICANCE: Populations of children with increased urinary concentrations of phthalate and replacement biomarkers can be targeted for future study of sources of exposure, and identifying dietary predictors of biomarkers will directly guide future interventions. IMPACT: Our study uses data from a large cohort that is one of the first to measure DINCH, DEHTP, and metabolites of di-isononyl phthalate and di-isodecyl phthalate. Additionally, we evaluate predictors during mid-childhood when biomarkers might be highest. As the use of replacement phthalates increases, our study is one of the first to examine biomarker patterns and predictors among children.


Subject(s)
Endocrine Disruptors , Environmental Pollutants , Phthalic Acids , Female , Humans , Child , Phthalic Acids/urine , Linear Models , Biomarkers/urine , Dicarboxylic Acids , Endocrine Disruptors/urine , Environmental Exposure , Environmental Pollutants/urine
2.
Environ Res ; 197: 111027, 2021 06.
Article in English | MEDLINE | ID: mdl-33744271

ABSTRACT

INTRODUCTION: Gestational exposure to chemical mixtures, which is prevalent among pregnant women, may be associated with adverse childhood neurodevelopment. However, few studies have examined relations between gestational chemical mixture exposure and children's cognitive abilities. METHODS: In a cohort of 253 pregnant women and their children from Cincinnati, OH (enrolled 2003-2006), we quantified biomarker concentrations of 43 metals, phthalates, phenols, polybrominated diphenyl ethers, organophosphate and organochlorine pesticides, polychlorinated biphenyls, perfluoroalkyl substances, and environmental tobacco smoke in blood or urine. Using k-means clustering and principal component (PC) analysis, we characterized chemical mixtures among pregnant women. We assessed children's cognitive abilities using the Wechsler Preschool and Primary Scale of Intelligence-III and Wechsler Intelligence Scale for Children-IV at ages 5 and 8 years, respectively. We estimated covariate-adjusted differences in children's cognitive ability scores ]=cross clusters, and with increasing PC scores and individual biomarker concentrations. RESULTS: Geometric mean biomarker concentrations were generally highest, intermediate, and lowest among women in clusters 1, 2, and 3, respectively. Children born to women in clusters 1 and 2 had 5.1 (95% CI: 9.4,-0.8) and 2.0 (95% CI: 5.5, 1,4) lower performance IQ scores compared to children in cluster 3, respectively. PC scores and individual chemical biomarker concentrations were not associated with cognitive abilities. CONCLUSIONS: In this cohort, combined prenatal exposure to phenols, certain phthalates, pesticides, and perfluoroalkyl substances was inversely associated with children's cognition, but some individual chemical biomarker concentrations were not. Additional studies should determine if the aggregate impact of these chemicals on cognition is different from their individual effects.


Subject(s)
Environmental Pollutants , Hydrocarbons, Chlorinated , Pesticides , Polychlorinated Biphenyls , Prenatal Exposure Delayed Effects , Child , Child, Preschool , Cognition , Environmental Pollutants/toxicity , Female , Humans , Pesticides/toxicity , Polychlorinated Biphenyls/toxicity , Pregnancy , Prenatal Exposure Delayed Effects/chemically induced , Schools
3.
Article in English | MEDLINE | ID: mdl-33573264

ABSTRACT

Linear regression is often used to estimate associations between chemical exposures and neurodevelopment at the mean of the outcome. However, the potential effect of chemicals may be greater among individuals at the 'tails' of outcome distributions. Here, we investigated distributional effects on the associations between gestational phthalate exposure and child Autism Spectrum Disorder (ASD)-related behaviors using quantile regression. We harmonized data from the Early Autism Risk Longitudinal Investigation (EARLI) (n = 140) Study, an enriched-risk cohort of mothers who had a child with ASD, and the Health Outcomes and Measures of the Environment (HOME) Study (n = 276), a general population cohort. We measured concentrations of 9 phthalate metabolites in urine samples collected twice during pregnancy. Caregivers reported children's ASD-related behaviors using the Social Responsiveness Scale (SRS) at age 3-8 years; higher scores indicate more ASD-related behaviors. In EARLI, associations between phthalate concentrations and SRS scores were predominately inverse or null across SRS score quantiles. In HOME, positive associations of mono-n-butyl phthalate, monobenzyl phthalate, mono-isobutyl phthalate, and di-2-ethylhexyl phthalate concentrations with SRS scores increased in strength from the median to 95th percentile of SRS scores. These results suggest associations between phthalate concentrations and SRS scores may be stronger in individuals with higher SRS scores.


Subject(s)
Autism Spectrum Disorder , Autistic Disorder , Environmental Pollutants , Phthalic Acids , Child , Child, Preschool , Cohort Studies , Environmental Exposure/adverse effects , Female , Humans , Phthalic Acids/toxicity , Pregnancy
4.
Environ Int ; 134: 105219, 2020 01.
Article in English | MEDLINE | ID: mdl-31726361

ABSTRACT

INTRODUCTION: Exposure to mixtures of environmental chemicals are prevalent among pregnant women and may be associated with altered fetal growth and gestational age. To date, most research regarding environmental chemicals and neonatal outcomes has focused on the effect of individual agents. METHODS: In a prospective cohort of 380 pregnant women from Cincinnati, OH (enrolled 2003-2006), we used biomarkers to estimate exposure to 43 phenols, phthalates, metals, organophosphate/pyrethroid/organochlorine pesticides, polychlorinated biphenyls, polybrominated diphenyl ethers, perfluoroalkyl substances (PFAS), and environmental tobacco smoke. Using three approaches, we estimated covariate-adjusted associations of chemical mixtures or individual chemicals with gestational-age-specific birth weight z-scores, birth length, head circumference, and gestational age: k-means clustering, principal components (PC), and one-chemical-at-a-time regression. RESULTS: We identified three chemical mixture profiles using k-means clustering. Women in cluster 1 had higher concentrations of most phenols, three phthalate metabolites, several metals, organophosphate/organochlorine pesticides, polychlorinated biphenyls, and several PFAS than women in clusters 2 and 3. On average, infants born to women in clusters 1 (-1.2 cm; 95% CI: -1.9, -0.5) and 2 (-0.5 cm; 95% CI: -1.1, 0.1) had lower birth length than infants in cluster 3. Six PCs explained 50% of the variance in biomarker concentrations and biomarkers with similar chemical structures or from shared commercial/industrial settings loaded onto commons PCs. Each standard deviation increase in PC 1 (organochlorine pesticides, some phenols) and PC 6 (cadmium, bisphenol A) was associated with 0.2 cm (95% CI: -0.4, 0.0) and 0.1 cm (95% CI: -0.4, 0.1) lower birth length, respectively. Organochlorine compounds, parabens, and cadmium were inversely associated with birth length in the one-chemical-at-a-time analysis. Cluster membership, PC scores, and individual chemicals were not associated with other birth outcomes. CONCLUSION: All three methods of characterizing multiple chemical exposures in this cohort identified inverse associations of select organochlorine compounds, phenols, and cadmium with birth length, but not other neonatal outcomes.


Subject(s)
Environmental Pollutants/toxicity , Female , Humans , Hydrocarbons, Chlorinated , Infant, Newborn , Maternal Exposure , Pregnancy , Prospective Studies
5.
Environ Int ; 130: 104877, 2019 09.
Article in English | MEDLINE | ID: mdl-31200158

ABSTRACT

The field of environmental epidemiology has been using "-omics" technologies, including the exposome, metabolome, and methylome, to understand the potential effects and biological pathways of a number of environmental pollutants. However, the majority of studies have focused on a single disease or phenotype, and have not systematically considered patterns of multimorbidity and whether environmental pollutants have pleiotropic effects. These questions could be addressed by examining the relation between environmental exposures and the phenome - the patterns and profiles of human health that individuals experience from birth to death. By conducting Phenome Wide Association Studies (PheWAS), we can generate new hypotheses about new or poorly understood exposures, identify novel associations for established toxicants, and better understand biological pathways affected by environmental pollutants. In this article, we provide a conceptual framework for conducting PheWAS in environmental epidemiology and summarize some of the advantages and challenges to using the PheWAS to study environmental pollutant exposures. Ultimately, by adding the PheWAS to our "-omics" toolbox, we could substantially improve our understanding of the potential health effects of environmental pollutants.


Subject(s)
Environmental Exposure , Environmental Pollutants , Phenomics , Environmental Health , Humans , Phenotype
6.
Environ Sci Technol ; 52(17): 10104-10113, 2018 09 04.
Article in English | MEDLINE | ID: mdl-30088764

ABSTRACT

Pregnant women are exposed to numerous environmental chemicals, but there is limited understanding of chemical mixture exposure profiles and predictors. In a prospective cohort of 389 pregnant women from Cincinnati, OH, we used biomarkers to estimate exposure to 41 phenols, phthalates, metals, organophosphate/pyrethroid/organochlorine pesticides, polychlorinated biphenyls, polybrominated diphenyl ethers, perfluoroalkyl substances, and environmental tobacco smoke. Using pairwise correlations, k-means clustering, and principal component analysis (PCA), we identified several profiles of chemical exposure. Chemicals within structurally, commercially, or industrially related chemical classes (e.g., phthalates) were moderate to strongly correlated compared to unrelated chemicals (e.g., pyrethroid pesticides and environmental tobacco smoke). Using k-means clustering and PCA, we identified 3 clusters of women ( N = 106, 158, and 125) and 6 PC scores, respectively, that characterized profiles of cumulative chemical exposure. The first two PC scores significantly varied by cluster, indicating that some of these profiles could be identified using both methods. Cluster membership and PCA scores were associated with race, marital status, consumption of fresh fruits and vegetables, and parity. Future work could use clusters and PCA scores to characterize environmental chemical mixture exposures in other cohorts of pregnant women and predict potential health effects of environmental chemical mixture exposure.


Subject(s)
Environmental Pollutants , Hydrocarbons, Chlorinated , Pesticides , Polychlorinated Biphenyls , Environmental Exposure , Female , Humans , Pregnancy , Prospective Studies
7.
Environ Health ; 17(1): 24, 2018 03 05.
Article in English | MEDLINE | ID: mdl-29506550

ABSTRACT

BACKGROUND: Triclosan is an antimicrobial agent that may affect the gut microbiome and endocrine system to influence adiposity. However, little data from prospective studies examining prenatal and childhood exposures exist. We investigated the relationship between multiple, prospective early life measure of triclosan exposure and child adiposity.  METHODS: In a prospective cohort of 220 mother-child pairs from Cincinnati, OH (enrolled 2003-2006), we quantified triclosan in urine samples collected twice during pregnancy, annually from 1 to 5 years of age, and once at 8 years. We assessed child adiposity at age 8 years using body mass index (BMI), waist circumference, and bioelectric impedance. We estimated covariate-adjusted associations of child adiposity with a 10-fold increase in average prenatal, average early childhood (average of 1-5 years), and 8-year triclosan concentrations. RESULTS: Among all children, there was no association between triclosan and child adiposity. While urinary triclosan concentrations at all three time periods were weakly, imprecisely, and inversely associated with all three measures of adiposity among girls, these associations did not differ significantly from those in boys (sex x triclosan p-values> 0.35). Among girls, the strongest associations were generally observed for prenatal triclosan when we adjusted for all three triclosan concentrations and covariates in the same model; BMI z-score (ß: -0.13; 95% CI: -0.42, 0.15), waist circumference (ß: - 1.7 cm; 95% CI: -4.2, 0.7), and percent body fat (ß :-0.6; 95% CI: -2.7, 1.3). In contrast, the associations between triclosan concentrations and adiposity measures were inconsistent among boys. CONCLUSION: We did not observe evidence of an association of repeated urinary triclosan concentrations during pregnancy and childhood with measures of child adiposity at age 8 years in this cohort.


Subject(s)
Adiposity , Anti-Infective Agents, Local/urine , Triclosan/urine , Child , Child, Preschool , Female , Humans , Infant , Male , Ohio , Pregnancy , Prospective Studies
10.
Proc Natl Acad Sci U S A ; 113(30): E4377-86, 2016 07 26.
Article in English | MEDLINE | ID: mdl-27402754

ABSTRACT

Spinal muscular atrophy (SMA) is caused by depletion of the ubiquitously expressed survival motor neuron (SMN) protein, with 1 in 40 Caucasians being heterozygous for a disease allele. SMN is critical for the assembly of numerous ribonucleoprotein complexes, yet it is still unclear how reduced SMN levels affect motor neuron function. Here, we examined the impact of SMN depletion in Caenorhabditis elegans and found that decreased function of the SMN ortholog SMN-1 perturbed endocytic pathways at motor neuron synapses and in other tissues. Diminished SMN-1 levels caused defects in C. elegans neuromuscular function, and smn-1 genetic interactions were consistent with an endocytic defect. Changes were observed in synaptic endocytic proteins when SMN-1 levels decreased. At the ultrastructural level, defects were observed in endosomal compartments, including significantly fewer docked synaptic vesicles. Finally, endocytosis-dependent infection by JC polyomavirus (JCPyV) was reduced in human cells with decreased SMN levels. Collectively, these results demonstrate for the first time, to our knowledge, that SMN depletion causes defects in endosomal trafficking that impair synaptic function, even in the absence of motor neuron cell death.


Subject(s)
Caenorhabditis elegans Proteins/genetics , Endocytosis/genetics , Signal Transduction/genetics , Survival of Motor Neuron 1 Protein/genetics , Amino Acid Sequence , Animals , Animals, Genetically Modified , Caenorhabditis elegans/genetics , Caenorhabditis elegans/metabolism , Caenorhabditis elegans Proteins/metabolism , Cells, Cultured , Disease Models, Animal , Humans , Motor Neurons/metabolism , Muscular Atrophy, Spinal/genetics , Muscular Atrophy, Spinal/metabolism , RNA Interference , Survival of Motor Neuron 1 Protein/metabolism , Synapses/genetics , Synapses/metabolism
11.
J Neurosci ; 33(15): 6557-62, 2013 Apr 10.
Article in English | MEDLINE | ID: mdl-23575853

ABSTRACT

Spinal muscular atrophy (SMA), a recessive neuromuscular disorder, is caused by diminished function of the Survival Motor Neuron (SMN) protein. To define the cellular processes pertinent to SMA, parallel genetic screens were undertaken in Drosophila and Caenorhabditis elegans SMA models to identify modifiers of the SMN loss of function phenotypes. One class of such genetic modifiers was the small conductance, Ca(2+)-activated K(+) (SK) channels. SK channels allow efflux of potassium ions when intracellular calcium increases and can be activated by the neuroprotective drug riluzole. The latter is the only drug with proven, albeit modest, efficacy in the treatment of amyotrophic lateral sclerosis. It is unclear if riluzole can extend life span or ameliorate symptoms in SMA patients as previous studies were limited and of insufficient power to draw any conclusions. The critical biochemical target of riluzole in motor neuron disease is not known, but the pharmacological targets of riluzole include SK channels. We examine here the impact of riluzole in two different SMA models. In vertebrate neurons, riluzole treatment restored axon outgrowth caused by diminished SMN. Additionally, riluzole ameliorated the neuromuscular defects in a C. elegans SMA model and SK channel function was required for this beneficial effect. We propose that riluzole improves motor neuron function by acting on SK channels and suggest that SK channels may be important therapeutic targets for SMA patients.


Subject(s)
Muscular Atrophy, Spinal/drug therapy , Neuroprotective Agents/pharmacology , Riluzole/pharmacology , Small-Conductance Calcium-Activated Potassium Channels/agonists , Animals , Axons/drug effects , Axons/ultrastructure , Caenorhabditis elegans , Cells, Cultured , Disease Models, Animal , Gene Knockdown Techniques/methods , Hippocampus/drug effects , Hippocampus/metabolism , Muscular Atrophy, Spinal/genetics , Mutation , Neurons/cytology , Neuroprotective Agents/therapeutic use , Rats , Rats, Sprague-Dawley , Riluzole/therapeutic use , Survival of Motor Neuron 1 Protein/genetics
12.
PLoS Genet ; 6(10): e1001172, 2010 Oct 28.
Article in English | MEDLINE | ID: mdl-21124729

ABSTRACT

Spinal Muscular Atrophy (SMA) is caused by diminished function of the Survival of Motor Neuron (SMN) protein, but the molecular pathways critical for SMA pathology remain elusive. We have used genetic approaches in invertebrate models to identify conserved SMN loss of function modifier genes. Drosophila melanogaster and Caenorhabditis elegans each have a single gene encoding a protein orthologous to human SMN; diminished function of these invertebrate genes causes lethality and neuromuscular defects. To find genes that modulate SMN function defects across species, two approaches were used. First, a genome-wide RNAi screen for C. elegans SMN modifier genes was undertaken, yielding four genes. Second, we tested the conservation of modifier gene function across species; genes identified in one invertebrate model were tested for function in the other invertebrate model. Drosophila orthologs of two genes, which were identified originally in C. elegans, modified Drosophila SMN loss of function defects. C. elegans orthologs of twelve genes, which were originally identified in a previous Drosophila screen, modified C. elegans SMN loss of function defects. Bioinformatic analysis of the conserved, cross-species, modifier genes suggests that conserved cellular pathways, specifically endocytosis and mRNA regulation, act as critical genetic modifiers of SMN loss of function defects across species.


Subject(s)
Genome-Wide Association Study/methods , Invertebrates/genetics , RNA Interference , SMN Complex Proteins/genetics , Analysis of Variance , Animals , Caenorhabditis elegans/genetics , Caenorhabditis elegans/growth & development , Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans Proteins/physiology , Drosophila Proteins/genetics , Drosophila Proteins/physiology , Drosophila melanogaster/genetics , Drosophila melanogaster/growth & development , Evolution, Molecular , Female , Genome, Helminth/genetics , Genome, Insect/genetics , Humans , Invertebrates/growth & development , Male , Muscular Atrophy, Spinal/genetics , Muscular Atrophy, Spinal/physiopathology , Mutation , Pupa/genetics , Pupa/growth & development , SMN Complex Proteins/physiology
13.
J Exp Med ; 206(1): 125-38, 2009 Jan 16.
Article in English | MEDLINE | ID: mdl-19103880

ABSTRACT

We show that the enzymatic acetylation and deacetylation of a cell surface carbohydrate controls B cell development, signaling, and immunological tolerance. Mice with a mutation in sialate:O-acetyl esterase, an enzyme that specifically removes acetyl moieties from the 9-OH position of alpha2-6-linked sialic acid, exhibit enhanced B cell receptor (BCR) activation, defects in peripheral B cell development, and spontaneously develop antichromatin autoantibodies and glomerular immune complex deposits. The 9-O-acetylation state of sialic acid regulates the function of CD22, a Siglec that functions in vivo as an inhibitor of BCR signaling. These results describe a novel catalytic regulator of B cell signaling and underscore the crucial role of inhibitory signaling in the maintenance of immunological tolerance in the B lineage.


Subject(s)
B-Lymphocytes/metabolism , Carboxylic Ester Hydrolases/metabolism , Cell Differentiation/physiology , Receptors, Antigen, B-Cell/physiology , Signal Transduction/physiology , Acetylation , Acetylesterase , Animals , Antibodies, Antinuclear/blood , B-Lymphocyte Subsets/cytology , B-Lymphocytes/cytology , B-Lymphocytes/physiology , Blotting, Western , Bone Marrow Cells/cytology , Carboxylic Ester Hydrolases/genetics , Cell Count , Glomerulonephritis/genetics , Glomerulonephritis/immunology , Glomerulonephritis/pathology , Mice , Mice, Inbred C57BL , Mice, Inbred Strains , Mice, Knockout , Models, Biological , Mutation , Protein Tyrosine Phosphatase, Non-Receptor Type 6/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Sialic Acid Binding Ig-like Lectin 2/metabolism , Sialic Acids/metabolism , Spleen/cytology
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