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Rider CV, Birnbaum LS, DeVito MJ, Hertzberg RC, Rice GE, Teuschler LK. In Memoriam: Jane Ellen Simmons. ENVIRONMENTAL HEALTH PERSPECTIVES 2022; 130:101601. [PMID: 36300649 PMCID: PMC9608555 DOI: 10.1289/ehp12225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Accepted: 10/10/2022] [Indexed: 06/16/2023]
Affiliation(s)
- Cynthia V Rider
- Division of Translational Toxicology, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina, USA
| | - Linda S Birnbaum
- Nicholas School of the Environment, Duke University, Durham, North Carolina, USA
| | - Michael J DeVito
- Center for Computational Toxicology and Exposure, Office of Research and Development (ORD), U.S. Environmental Protection Agency (EPA), Research Triangle Park, North Carolina, USA
| | | | - Glenn E Rice
- Center for Public Health and Environmental Assessment, ORD, U.S. EPA, Cincinnati, Ohio, USA
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Sun Y, Xia PF, Korevaar TIM, Mustieles V, Zhang Y, Pan XF, Wang YX, Messerlian C. Relationship between Blood Trihalomethane Concentrations and Serum Thyroid Function Measures in U.S. Adults. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:14087-14094. [PMID: 34617747 DOI: 10.1021/acs.est.1c04008] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Toxicological studies show that exposure to disinfection byproducts, including trihalomethanes (THMs), negatively affects thyroid function; however, few epidemiological studies have explored this link. This study included 2233 adults (ages ≥20 years) from the 2007-2008 National Health and Nutrition Examination Survey (NHANES) who were measured for blood THM concentrations [chloroform (TCM), bromodichloromethane (BDCM), dibromochloromethane (DBCM), or bromoform (TBM)] and serum thyroid function biomarkers [thyroid-stimulating hormone, free thyroxine (FT4), total thyroxine (TT4), free triiodothyronine (FT3), total triiodothyronine (TT3), thyroid peroxidase antibody (TPOAb), and thyroglobulin antibody (TgAb)]. Multivariable linear regression models showed positive associations between blood TCM, BDCM, and total THMs (the sum of all four THMs) concentrations and serum FT4, whereas inverse associations were found between blood DBCM and total brominated THM (Br-THM; the sum of BDCM, DBCM, and TBM) concentrations and serum TT3 (all p < 0.05). Besides, positive associations were observed between blood TCM concentrations and FT4/FT3 ratio, between BDCM, DBCM, and Br-THM concentrations and TT4/TT3 ratio, and between DBCM and Br-THM concentrations and FT3/TT3 ratio (all p < 0.05). Blood THM concentrations were unrelated to the serum levels of thyroid autoantibodies TgAb or TPOAb. In summary, exposure to THMs was associated with altered serum biomarkers of thyroid function but not with thyroid autoimmunity among U.S. adults.
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Affiliation(s)
- Yang Sun
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
| | - Peng-Fei Xia
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - T I M Korevaar
- Department of Internal Medicine and Academic Center for Thyroid Diseases, Erasmus University Medical Center, 3015 GE Rotterdam, The Netherlands
| | - Vicente Mustieles
- Center for Biomedical Research (CIBM), University of Granada, 18016 Granada, Spain
- Instituto de Investigación Biosanitaria Ibs GRANADA, 18012 Granada, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
| | - Yu Zhang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
| | - Xiong-Fei Pan
- Department of Epidemiology and Biostatistics, Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37203, United States
| | - Yi-Xin Wang
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
| | - Carmen Messerlian
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115, United States
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Feder PI, Aume LL, Triplett CA, Simmons JE, Narotsky MG. Analysis of proportional data in reproductive and developmental toxicity studies: Comparison of sensitivities of logit transformation, arcsine square root transformation, and nonparametric analysis. Birth Defects Res 2020; 112:1260-1272. [PMID: 32735073 DOI: 10.1002/bdr2.1755] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 06/12/2020] [Accepted: 06/15/2020] [Indexed: 11/12/2022]
Abstract
BACKGROUND In developmental and reproductive toxicity studies, analysis of litter-based binary endpoints (e.g., incidence of malformed fetuses) is complex in that littermates often are not entirely independent of one another. It is well established that the litter, not the individual fetus, is the proper independent experimental unit in statistical analysis. Accordingly, analysis is often based on the proportion affected per litter and the litter proportions are analyzed as continuous data. Because these proportional data generally do not meet assumptions of symmetry or normality, data are typically analyzed by nonparametric methods, arcsine square root transformation, or logit transformation. METHODS We conducted power calculations to compare different approaches (nonparametric, arcsine square root-transformed, logit-transformed, untransformed) for analyzing litter-based proportional data. A reproductive toxicity study with a control and one treated group provided data for two endpoints: prenatal loss, and fertility by in utero insemination (IUI). Type 1 error and power were estimated by 10,000 simulations based on two-sample one-tailed t tests with varying numbers of litters per group. To further compare the different approaches, we conducted additional analyses with shifted mean proportions to produce illustrative scenarios. RESULTS Analyses based on logit-transformed proportions had greater power than those based on untransformed or arcsine square root-transformed proportions, or nonparametric procedures. CONCLUSION The logit transformation is preferred to the other approaches considered when making inferences concerning litter-based proportional endpoints, particularly with skewed distributions. The improved performance of the logit transformation becomes increasingly pronounced as the response proportions are increasingly close to the boundaries of the parameter space.
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Affiliation(s)
- Paul I Feder
- Battelle Memorial Institute, Columbus, Ohio, USA
| | - Laura L Aume
- Battelle Memorial Institute, Columbus, Ohio, USA
| | | | - Jane Ellen Simmons
- U.S. Environmental Protection Agency, Office of Research and Development, Center for Public Health and Environmental Assessment, Research Triangle Park, North Carolina, USA
| | - Michael G Narotsky
- U.S. Environmental Protection Agency, Office of Research and Development, Center for Public Health and Environmental Assessment, Research Triangle Park, North Carolina, USA
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Endocrine Disruptors in Water and Their Effects on the Reproductive System. Int J Mol Sci 2020; 21:ijms21061929. [PMID: 32178293 PMCID: PMC7139484 DOI: 10.3390/ijms21061929] [Citation(s) in RCA: 111] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 03/04/2020] [Accepted: 03/06/2020] [Indexed: 12/12/2022] Open
Abstract
Anthropogenic contaminants in water can impose risks to reproductive health. Most of these compounds are known to be endocrine disrupting chemicals (EDCs). EDCs can impact the endocrine system and subsequently impair the development and fertility of non-human animals and humans. The source of chemical contamination in water is diverse, originating from byproducts formed during water disinfection processes, release from industry and livestock activity, or therapeutic drugs released into sewage. This review discusses the occurrence of EDCs in water such as disinfection byproducts, fluorinated compounds, bisphenol A, phthalates, pesticides, and estrogens, and it outlines their adverse reproductive effects in non-human animals and humans.
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Salas LA, Baker ER, Nieuwenhuijsen MJ, Marsit CJ, Christensen BC, Karagas MR. Maternal swimming pool exposure during pregnancy in relation to birth outcomes and cord blood DNA methylation among private well users. ENVIRONMENT INTERNATIONAL 2019; 123:459-466. [PMID: 30622071 PMCID: PMC6599635 DOI: 10.1016/j.envint.2018.12.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 11/30/2018] [Accepted: 12/10/2018] [Indexed: 05/19/2023]
Abstract
Swimming in pools during pregnancy may expose the fetus to water disinfection by-products (DBP). As yet, our understanding of the impacts on DBPs on the fetus is uncertain. Individuals with public water systems are typically exposed to DBPs through drinking, showering and bathing, whereas among those on private water systems, swimming in pools may be the primary exposure source. We analyzed the effects of maternal swimming on birth outcomes and cord blood epigenetic changes in the New Hampshire Birth Cohort Study, a cohort of pregnant women with households on private water systems. Information about swimming in pools during pregnancy was obtained from 1033 women via questionnaires. Swimming pool use and duration were modeled using linear regression with newborn weight, length, and head circumference (z-scores) and genome wide cord blood DNA methylation as the outcomes and with adjustment for potential confounders. Overall 19.7% of women reported swimming in a pool during pregnancy. Among swimmers, duration of swimming was inversely related to head circumference (-0.02 z-score per 10% increase in duration, P = 0.004). No associations were observed with birth weight, length or DNA methylation modifications. Our findings suggest swimming pool exposure may impact the developing fetus although longer-term studies are needed.
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Affiliation(s)
- Lucas A Salas
- Department of Epidemiology, The Geisel School of Medicine at Dartmouth, Dartmouth College, Lebanon 03756, NH, USA; The Children's Environmental Health and Disease Prevention Research Center at Dartmouth, Lebanon 03756, NH, USA.
| | - Emily R Baker
- Department of Obstetrics and Gynecology, The Geisel School of Medicine at Dartmouth, Dartmouth College, Lebanon 03756, NH, USA.
| | - Mark J Nieuwenhuijsen
- ISGlobal, The Barcelona Institute for Global Health, Barcelona 08003, Catalonia, Spain; Universitat Pompeu Fabra (UPF), Barcelona 08003, Catalonia, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Barcelona 08003, Catalonia, Spain.
| | - Carmen J Marsit
- Department of Environmental Health, Rollins School of Public Health of Emory University, Atlanta 30322, GA, USA.
| | - Brock C Christensen
- Department of Epidemiology, The Geisel School of Medicine at Dartmouth, Dartmouth College, Lebanon 03756, NH, USA; Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon 03756, NH, USA; Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Lebanon 03756, NH, USA.
| | - Margaret R Karagas
- Department of Epidemiology, The Geisel School of Medicine at Dartmouth, Dartmouth College, Lebanon 03756, NH, USA; The Children's Environmental Health and Disease Prevention Research Center at Dartmouth, Lebanon 03756, NH, USA.
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Rivera-Núñez Z, Wright JM, Meyer A. Exposure to disinfectant by-products and the risk of stillbirth in Massachusetts. Occup Environ Med 2018; 75:742-751. [PMID: 30061312 DOI: 10.1136/oemed-2017-104861] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 05/17/2018] [Accepted: 06/03/2018] [Indexed: 11/03/2022]
Abstract
OBJECTIVES We examined stillbirths in relation to disinfection by-product (DBP) exposures including chloroform, bromodichloromethane (BDCM), dibromochloromethane, bromoform, trichloroacetic acid, dichloroacetic acid (DCAA), monobromoacetic acid and summary DBP measures (trihalomethanes (THM4), haloacetic acids (HAA5), THMBr (brominated trihalomethanes) and DBP9 (sum of THM4 and HAA5)). METHODS We randomly selected 10 controls for each of the 2460 stillbirth cases with complete quarterly 1997-2004 THM4 and HAA5 town-level drinking water data. Adjusted (aORs) were calculated based on weight-averaged second-trimester DBP exposures. RESULTS We detected statistically significant associations for stillbirths and the upper DCAA quartiles (aOR range: 1.50-1.71). We also found positive associations for the upper four HAA5 quintiles and different stillbirth cause of death categories that were examined including unexplained stillbirth (aOR range: 1.24-1.72), compression of umbilical cord (aOR range: 1.08-1.94), prematurity (aOR range: 1.37-2.88), placental separation and haemorrhage (aOR range: 1.44-2.01) and asphyxia/hypoxia (aOR range: 1.52-1.97). Additionally, we found positive associations between stillbirths and chloroform exposure (aOR range: 1.29 - 1.36) and unexplained stillbirths and BDCM exposure (aOR range: 1.51 - 1.78). We saw no evidence of exposure-response relationships for any categorical DBP metrics. CONCLUSIONS Consistent with some previous studies, we found associations between stillbirths and chloroform and unexplained stillbirth and BDCM exposures. These findings strengthen existing evidence of prenatal THM exposures increasing the risk of stillbirth. Additionally, we saw statistically significant associations between DCAA and stillbirth. Future research should examine cause-specific stillbirths in relation to narrower critical windows and additional DBP exposure metrics beyond trihalomethanes and haloacetic acids.
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Affiliation(s)
| | - J Michael Wright
- U.S. Environmental Protection Agency, National Center for Environmental Assessment, Cincinnati, Ohio, USA
| | - Amy Meyer
- Oak Ridge Institute of Science and Education Research, Oak Ridge, Tennessee, USA
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Rossman PD, Boccelli DL, Pressman JG. Characterizing Ohio River NOM Variability and Reconstituted-Lyophilized NOM as a Source Surrogate. JOURNAL - AMERICAN WATER WORKS ASSOCIATION 2017; 109:E1-E9. [PMID: 32699428 PMCID: PMC7375492 DOI: 10.5942/jawwa.2017.109.0008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Natural organic matter (NOM) was collected, concentrated, and lyophilized on a monthly basis for 15 months to create a temporal NOM library and assess seasonal variability of untreated Ohio River water. Using fluorescence spectroscopy with parallel factor analysis, similar spectral components for both the ultrafiltered source water (UF1X) and reconstituted lyophilized NOM were observed in a two-component model throughout the study, with overall average emission and excitation wavelengths of 418 nm and 270 nm, respectively, for component 1 and 482 nm and 370 nm, respectively, for component 2. Fluorescence spectroscopy, high-pressure liquid chromatography-size exclusion chromatography, and elemental analysis indicated that the NOM was humic-like during the study with only small seasonal changes. Data from these analyses also demonstrated similarity between results for UF1X, reverse osmosis-concentrated NOM, and reconstituted- lyophilized NOM, validating the use of the reconstituted- lyophilized NOM as a surrogate for its source.
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Affiliation(s)
- Paul D Rossman
- Department of Biomedical, Chemical, and Environmental Engineering, University of Cincinnati, Ohio
| | - Dominic L Boccelli
- Department of Biomedical, Chemical, and Environmental Engineering, University of Cincinnati, Ohio
| | - Jonathan G Pressman
- National Risk Management Research Laboratory, US Environmental Protection Agency, Cincinnati, Ohio
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Affiliation(s)
- Susan D. Richardson
- Department of Chemistry and
Biochemistry, University of South Carolina, Columbia, South Carolina 29208, United States
| | - Susana Y. Kimura
- Department of Chemistry and
Biochemistry, University of South Carolina, Columbia, South Carolina 29208, United States
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