51
|
Yang TC, Peterson KE, Meeker JD, Sánchez BN, Zhang Z, Cantoral A, Solano M, Tellez-Rojo MM. Bisphenol A and phthalates in utero and in childhood: association with child BMI z-score and adiposity. ENVIRONMENTAL RESEARCH 2017; 156:326-333. [PMID: 28390300 PMCID: PMC5482500 DOI: 10.1016/j.envres.2017.03.038] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Revised: 03/24/2017] [Accepted: 03/26/2017] [Indexed: 05/19/2023]
Abstract
OBJECTIVE To assess the relationship between in utero and concurrent child urinary exposures to bisphenol A (BPA) and phthalates with BMI z-score, waist circumference, and sum of triceps and subscapular skinfold thickness in Mexican children. METHODS Among participants (N=249) from the Early Life Exposure in Mexico to ENvironmental Toxicants study, we evaluated associations between maternal third trimester and concurrent urinary BPA and individual and summed phthalates metabolites (∑Di(2-ethylhexyl phthalate), ∑high molecular weight, ∑low molecular weight) with measures of weight status and adiposity in children aged 8-14 years. Linear regressions with specific-gravity corrected and natural log-transformed urinary concentrations were estimated, adjusting for covariates. Effect modification by sex was explored. RESULTS Prenatal urinary exposure to monobenzyl phthalate (MBzP) was inversely associated with child's BMI z-score (β=-0.21, 95%CI: -0.41, -0.02) and child urinary exposure to mono(2-ethylhexyl)phthalate (MEHP) was inversely associated with waist circumference (β=-1.85, 95%CI: -3.36, -0.35) and sum of skinfold thicknesses (β=-2.08, 95%CI: -3.80, -0.37) after adjusting for confounders. In the childhood exposure period, sex modified the relationships with BPA, MEHP, MBzP, monoethyl phthalate (MEP), mono(2-ethyl-5-hydroxyhexyl) phthalate (MEHHP), mono(2-ethyl-5-oxohexyl) phthalate (MEOHP), and mono(2-ethyl-5-carboxypentyl) phthalate (MECPP). In girls, increased BPA exposure was positively associated with sum of skinfold thickness (β=3.47, 95%CI: 0.05, 6.40) while increased MEHP was inversely associated with sum of skinfold thicknesses in boys (β=-2.95, 95%CI: -5.08, -0.82); these results remained in sensitivity analyses after excluding children who had initiated pubertal development (Tanner stage >1 for pubic hair). We did not observe relationships between summed phthalates metabolites at any exposure period with outcome measures. CONCLUSION Our results identified associations between urinary BPA and phthalates metabolites with measures of weight status and adiposity that differed by timing of exposure, sex, and pubertal status. Additional studies are needed to explore how associations may differ between those who are pre- and post-pubertal.
Collapse
Affiliation(s)
- Tiffany C Yang
- Department of Nutritional Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; Department of Health Sciences, University of York, Heslington, York YO10 5DD, United Kingdom
| | - Karen E Peterson
- Department of Nutritional Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; Center for Human Growth and Development, University of Michigan, 300 North Ingalls St., Ann Arbor, MI 48109, USA.
| | - John D Meeker
- Department of Environmental Health Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA
| | - Brisa N Sánchez
- Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA
| | - Zhenzhen Zhang
- Department of Nutritional Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA; Department of Biostatistics, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI 48109, USA
| | - Alejandra Cantoral
- Centro de Investigación en Nutrición y Salud, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| | - Maritsa Solano
- Centro de Investigación en Nutrición y Salud, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| | - Martha M Tellez-Rojo
- Centro de Investigación en Nutrición y Salud, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| |
Collapse
|
52
|
Chavarro JE, Watkins DJ, Afeiche MC, Zhang Z, Sánchez BN, Cantonwine D, Mercado-García A, Blank-Goldenberg C, Meeker JD, Téllez-Rojo MM, Peterson KE. Validity of Self-Assessed Sexual Maturation Against Physician Assessments and Hormone Levels. J Pediatr 2017; 186:172-178.e3. [PMID: 28438374 PMCID: PMC5492944 DOI: 10.1016/j.jpeds.2017.03.050] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Revised: 01/10/2017] [Accepted: 03/22/2017] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To compare self-report and physician assessments of sexual maturation against serum hormone markers to evaluate the hypothesis that the validity of self-assessed sexual maturation is underestimated in traditional validation studies. STUDY DESIGN We adapted a self-assessment instrument that 248 Mexican children and adolescents, aged 8-13 years, completed. The participants were examined by a trained pediatrician and provided fasting blood samples for measurement of reproductive hormones (eg, testosterone, estradiol, sex hormone-binding globulin, inhibin B) and other hormones (eg, C-peptide, insulin-like growth factor 1, leptin, dehydroepiandrosterone sulfate) known to change during adolescence. Spearman correlations (r) were calculated among the average rank of all hormones and self-assessed and physician-assessed Tanner stage. The method of triads was used to assess the validity of self-reports by estimating correlations between self-assessments and true but unobservable sexual maturation based on all available data. Bootstrap sampling was used to construct 95% CIs. RESULTS The validity of self-reported genitalia staging for boys was modest (r = 0.50; 95% CI, 0.31-0.65) and inferior to physician assessment (r = 0.75; 95% CI, 0.56-0.93). Breast stage was well reported (r = 0.89; 95% CI, 0.79-0.97) and superior to physician assessment (r = 0.80; 95% CI, 0.70-0.89). Pubic hair stage reported by boys (r = 0.91; 95% CI, 0.79-0.99) and girls (r = 0.99; 95% CI, 0.96-1.00) was superior to physician assessment (r = 0.79; 95% CI, 0.57-0.97 and r = 0.91; 95% CI, 0.83-0.97, respectively). CONCLUSION Self-assessment can be validly used in epidemiologic studies for evaluating sexual maturation in children; however, physician assessment may be necessary for accurate assessment of genitalia development in boys.
Collapse
Affiliation(s)
- Jorge E. Chavarro
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Deborah J. Watkins
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor MI, USA
| | - Myriam C. Afeiche
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA,Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Zhenzhen Zhang
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor MI, USA,Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor MI, USA
| | - Brisa N. Sánchez
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor MI, USA
| | - David Cantonwine
- Brigham & Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Adriana Mercado-García
- Research Center for Nutrition and Health, Instituto Nacional de Salud Pública, Cuernavaca, MOR, MEXICO
| | | | - John D. Meeker
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor MI, USA
| | - Martha María Téllez-Rojo
- Research Center for Nutrition and Health, Instituto Nacional de Salud Pública, Cuernavaca, MOR, MEXICO
| | - Karen E. Peterson
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA,Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor MI, USA,Center for Human Growth and Development, University of Michigan, Ann Arbor MI, USA
| |
Collapse
|
53
|
Sánchez BN, Kim S, Sammel MD. Estimators for longitudinal latent exposure models: examining measurement model assumptions. Stat Med 2017; 36:2048-2066. [PMID: 28239905 PMCID: PMC5418122 DOI: 10.1002/sim.7268] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 01/31/2017] [Accepted: 02/03/2017] [Indexed: 11/11/2022]
Abstract
Latent variable (LV) models are increasingly being used in environmental epidemiology as a way to summarize multiple environmental exposures and thus minimize statistical concerns that arise in multiple regression. LV models may be especially useful when multivariate exposures are collected repeatedly over time. LV models can accommodate a variety of assumptions but, at the same time, present the user with many choices for model specification particularly in the case of exposure data collected repeatedly over time. For instance, the user could assume conditional independence of observed exposure biomarkers given the latent exposure and, in the case of longitudinal latent exposure variables, time invariance of the measurement model. Choosing which assumptions to relax is not always straightforward. We were motivated by a study of prenatal lead exposure and mental development, where assumptions of the measurement model for the time-changing longitudinal exposure have appreciable impact on (maximum-likelihood) inferences about the health effects of lead exposure. Although we were not particularly interested in characterizing the change of the LV itself, imposing a longitudinal LV structure on the repeated multivariate exposure measures could result in high efficiency gains for the exposure-disease association. We examine the biases of maximum likelihood estimators when assumptions about the measurement model for the longitudinal latent exposure variable are violated. We adapt existing instrumental variable estimators to the case of longitudinal exposures and propose them as an alternative to estimate the health effects of a time-changing latent predictor. We show that instrumental variable estimators remain unbiased for a wide range of data generating models and have advantages in terms of mean squared error. Copyright © 2017 John Wiley & Sons, Ltd.
Collapse
Affiliation(s)
- Brisa N. Sánchez
- Department of Biostatistics, University of Michigan, Ann Arbor, MI USA 48109
| | - Sehee Kim
- Department of Biostatistics, University of Michigan, Ann Arbor, MI USA 48109
| | - Mary D. Sammel
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, USA
| |
Collapse
|
54
|
Carrel M, Zahrieh D, Young SG, Oleson J, Ryckman KK, Wels B, Simmons DL, Saftlas A. High prevalence of elevated blood lead levels in both rural and urban Iowa newborns: Spatial patterns and area-level covariates. PLoS One 2017; 12:e0177930. [PMID: 28520816 PMCID: PMC5433780 DOI: 10.1371/journal.pone.0177930] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 05/05/2017] [Indexed: 11/18/2022] Open
Abstract
Lead in maternal blood can cross the placenta and result in elevated blood lead levels in newborns, potentially producing negative effects on neurocognitive function, particularly if combined with childhood lead exposure. Little research exists, however, into the burden of elevated blood lead levels in newborns, or the places and populations in which elevated lead levels are observed in newborns, particularly in rural settings. Using ~2300 dried bloods spots collected within 1-3 days of birth among Iowa newborns, linked with the area of mother's residence at the time of birth, we examine the spatial patterns of elevated (>5 μg/dL) blood lead levels and the ecological-level predictors of elevated blood lead levels. We find that one in five newborns exceed the 5 μg/dL action level set by the US Centers for Disease Control & Prevention (CDC). Bayesian spatial zero inflated regression indicates that elevated blood lead in newborns is associated with areas of increased pre-1940s housing and childbearing-age women with low educational status in both rural and urban settings. No differences in blood lead levels or the proportion of children exceeding 5 μg/dL are observed between urban and rural maternal residence, though a spatial cluster of elevated blood lead is observed in rural counties. These characteristics can guide the recommendation for testing of infants at well-baby appointments in places where risk factors are present, potentially leading to earlier initiation of case management. The findings also suggest that rural populations are at as great of risk of elevated blood lead levels as are urban populations. Analysis of newborn dried blood spots is an important tool for lead poisoning surveillance in newborns and can direct public health efforts towards specific places and populations where lead testing and case management will have the greatest impact.
Collapse
Affiliation(s)
- Margaret Carrel
- Department of Geographical & Sustainability Sciences, University of Iowa, Iowa City, IA, United States of America
- Department of Epidemiology, University of Iowa, Iowa City, IA, United States of America
| | - David Zahrieh
- Department of Biostatistics, University of Iowa, Iowa City, IA, United States of America
| | - Sean G. Young
- Department of Geographical & Sustainability Sciences, University of Iowa, Iowa City, IA, United States of America
| | - Jacob Oleson
- Department of Biostatistics, University of Iowa, Iowa City, IA, United States of America
| | - Kelli K. Ryckman
- Department of Epidemiology, University of Iowa, Iowa City, IA, United States of America
- Department of Pediatrics, University of Iowa, Iowa City, IA, United States of America
| | - Brian Wels
- State Hygienic Laboratory, University of Iowa, Iowa City, IA, United States of America
| | - Donald L. Simmons
- State Hygienic Laboratory, University of Iowa, Iowa City, IA, United States of America
| | - Audrey Saftlas
- Department of Epidemiology, University of Iowa, Iowa City, IA, United States of America
| |
Collapse
|
55
|
Renzetti S, Just AC, Burris HH, Oken E, Amarasiriwardena C, Svensson K, Mercado-García A, Cantoral A, Schnaas L, Baccarelli AA, Wright RO, Téllez-Rojo MM. The association of lead exposure during pregnancy and childhood anthropometry in the Mexican PROGRESS cohort. ENVIRONMENTAL RESEARCH 2017; 152:226-232. [PMID: 27810680 PMCID: PMC5135667 DOI: 10.1016/j.envres.2016.10.014] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Revised: 10/10/2016] [Accepted: 10/14/2016] [Indexed: 05/17/2023]
Abstract
Lead exposure during pregnancy remains a public health problem with potential lifelong impacts on children's growth and development. Mexico is unique in that stunting and obesity are both major public health concerns in children. This situation might be exacerbated by lead exposure which remains more common in Mexico than in the United States due in part to the use of lead glazed pottery in food preparation and storage. Our objective is to determine how lead exposure during pregnancy is associated with children's growth parameters, including height, weight, body mass index and percentage body fat measured between ages 4-6 years old in a Mexico City pregnancy cohort. Blood lead was collected in the 2nd and 3rd trimester of pregnancy as well as at delivery. Bone lead was assessed in mothers as a long term exposure biomarker. We performed multivariable linear regression analyses to assess the association between each of these lead exposure biomarkers and child anthropometry. We found a significant negative association between maternal 3rd trimester blood lead concentration and offspring height for age (β-0.10; 95% CI -0.19, -0.01), and a negative association between maternal 3rd trimester blood lead concentration and weight for age (β-0.11; 95% CI -0.22,-0.003). Our results in this Mexican population add to previous findings of an association of lead and decreased stature and weight in early childhood. Ongoing follow-up and longitudinal analyses may help elucidate how this impacts growth trajectory and other children's health outcomes.
Collapse
Affiliation(s)
- Stefano Renzetti
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Allan C Just
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
| | - Heather H Burris
- Department of Neonatology, Beth Israel Deaconess Medical Center and Departments of Pediatrics and Obstetrics and Reproductive Biology, Harvard Medical School, Boston, MA, United States
| | - Emily Oken
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States
| | - Chitra Amarasiriwardena
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Katherine Svensson
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Adriana Mercado-García
- Center for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, México
| | - Alejandra Cantoral
- Center for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, México
| | | | - Andrea A Baccarelli
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, United States
| | - Robert O Wright
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Martha María Téllez-Rojo
- Center for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, México
| |
Collapse
|
56
|
Özbolat G, Tuli A. Ağır Metal Toksisitesinin İnsan Sağlığına Etkileri. ARSIV KAYNAK TARAMA DERGISI 2016. [DOI: 10.17827/aktd.253562] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
57
|
La-Llave-León O, Salas Pacheco JM, Estrada Martínez S, Esquivel Rodríguez E, Castellanos Juárez FX, Sandoval Carrillo A, Lechuga Quiñones AM, Vázquez Alanís F, García Vargas G, Méndez Hernández EM, Duarte Sustaita J. The relationship between blood lead levels and occupational exposure in a pregnant population. BMC Public Health 2016; 16:1231. [PMID: 27927239 PMCID: PMC5142354 DOI: 10.1186/s12889-016-3902-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 12/02/2016] [Indexed: 11/10/2022] Open
Abstract
Background Pregnant women exposed to lead are at risk of suffering reproductive damages, such as miscarriage, preeclampsia, premature delivery and low birth weight. Despite that the workplace offers the greatest potential for lead exposure, there is relatively little information about occupational exposure to lead during pregnancy. This study aims to assess the association between blood lead levels and occupational exposure in pregnant women from Durango, Mexico. Methods A cross-sectional study was carried out in a population of 299 pregnant women. Blood lead was measured in 31 women who worked in jobs where lead is used (exposed group) and 268 who did not work in those places (control group). Chi-square test was applied to compare exposed and control groups with regard to blood lead levels. Odds ratio (OR) and 95% confidence intervals (CI) were calculated. Multivariable regression analysis was applied to determine significant predictors of blood lead concentrations in the exposed group. Results Exposed women had higher blood lead levels than those in the control group (4.00 ± 4.08 μg/dL vs 2.65 ± 1.75 μg/dL, p = 0.002). Furthermore, women in the exposed group had 3.82 times higher probability of having blood lead levels ≥ 5 μg/dL than those in the control group. Wearing of special workwear, changing clothes after work, living near a painting store, printing office, junkyard or rubbish dump, and washing the workwear together with other clothes resulted as significant predictors of elevated blood lead levels in the exposed group. Conclusions Pregnant working women may be at risk of lead poisoning because of occupational and environmental exposure. The risk increases if they do not improve the use of protective equipment and their personal hygiene. Electronic supplementary material The online version of this article (doi:10.1186/s12889-016-3902-3) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Osmel La-Llave-León
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Avenida Universidad esq. con Volantín, Zona Centro, C.P. 34000, Durango, DGO, Mexico.
| | - José Manuel Salas Pacheco
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Avenida Universidad esq. con Volantín, Zona Centro, C.P. 34000, Durango, DGO, Mexico
| | - Sergio Estrada Martínez
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Avenida Universidad esq. con Volantín, Zona Centro, C.P. 34000, Durango, DGO, Mexico
| | - Eloísa Esquivel Rodríguez
- Facultad de Enfermería y Obstetricia, Universidad Juárez del Estado de Durango, Ave. Cuauhtémoc, 223 norte, CP 34 000, Durango, Mexico
| | - Francisco X Castellanos Juárez
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Avenida Universidad esq. con Volantín, Zona Centro, C.P. 34000, Durango, DGO, Mexico
| | - Ada Sandoval Carrillo
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Avenida Universidad esq. con Volantín, Zona Centro, C.P. 34000, Durango, DGO, Mexico
| | - Angélica María Lechuga Quiñones
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Avenida Universidad esq. con Volantín, Zona Centro, C.P. 34000, Durango, DGO, Mexico
| | | | - Gonzalo García Vargas
- Facultad de Medicina de Gómez Palacio, Universidad Juárez del Estado de Durango, La Salle 1 y Sixto Ugalde, S/N. Col. Revolución, CP. 35050, Gómez Palacio, Durango, Mexico
| | - Edna Madai Méndez Hernández
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Avenida Universidad esq. con Volantín, Zona Centro, C.P. 34000, Durango, DGO, Mexico
| | - Jaime Duarte Sustaita
- Facultad de Medicina de Gómez Palacio, Universidad Juárez del Estado de Durango, La Salle 1 y Sixto Ugalde, S/N. Col. Revolución, CP. 35050, Gómez Palacio, Durango, Mexico
| |
Collapse
|
58
|
Skröder H, Hawkesworth S, Moore SE, Wagatsuma Y, Kippler M, Vahter M. Prenatal lead exposure and childhood blood pressure and kidney function. ENVIRONMENTAL RESEARCH 2016; 151:628-634. [PMID: 27611993 DOI: 10.1016/j.envres.2016.08.028] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Revised: 08/16/2016] [Accepted: 08/24/2016] [Indexed: 05/20/2023]
Abstract
BACKGROUND Exposure to lead, a common environmental pollutant, is known to cause cardiovascular and nephrotoxic effects in adults. Potential effects of early-life lead exposure on these functions are, however, less well characterized. OBJECTIVES To assess blood pressure and kidney function in preschool-aged children in relation to prenatal lead exposure. METHODS This prospective study in rural Bangladesh measured children's systolic and diastolic blood pressure in triplicate at the follow-up at 4.5±0.11 years. Their kidney function was assessed by the estimated glomerular filtration rate (eGFR), calculated based on serum cystatin C concentrations, and by kidney volume, measured by sonography. Exposure to lead was assessed by concentrations in the mothers' blood (erythrocyte fraction; Ery-Pb) in gestational weeks (GW) 14 and 30, the effects of which were evaluated separately in multivariable-adjusted linear regression analyses. RESULTS We found no associations between maternal exposure to lead [n~1500 for GW14 and 700 for GW30] and children's blood pressure or eGFR. However, we found an inverse association between late gestation lead and kidney volume, although the sample size was limited (n=117), but not with early gestation lead (n=573). An increase of 85µg/kg in Ery-Pb (median concentration at GW30) was associated with a 6.0cm3/m2 decrease in kidney volume (=0.4SD; p=0.041). After stratifying on gender, there seemed to be a somewhat stronger association in girls. CONCLUSIONS Prenatal lead exposure may cause long-lasting effects on the kidney. This warrants follow-up studies in older children, as well as additional studies in other populations.
Collapse
Affiliation(s)
- Helena Skröder
- Unit of Metals and Health, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Yukiko Wagatsuma
- Department of Clinical Trial and Clinical Epidemiology, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Maria Kippler
- Unit of Metals and Health, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Marie Vahter
- Unit of Metals and Health, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
| |
Collapse
|
59
|
Gulson B, Taylor A, Eisman J. Bone remodeling during pregnancy and post-partum assessed by metal lead levels and isotopic concentrations. Bone 2016; 89:40-51. [PMID: 27233973 DOI: 10.1016/j.bone.2016.05.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 05/21/2016] [Accepted: 05/23/2016] [Indexed: 11/16/2022]
Abstract
Bone remodeling is normally evaluated using bone turnover markers/indices as indicators of bone resorption and formation. However, during pregnancy and post-partum, there have been inconsistent results between and within biomarkers for bone formation and resorption. These differences may relate to pregnancy-related changes in metabolism and/or hemodilution altering measured marker levels. An alternative approach to evaluating bone remodeling is to use the metal lead (Pb) concentrations and Pb isotopic compositions in blood. These measurements can also provide information on the amount of Pb that is mobilized from the maternal skeleton. Despite some similarities with accepted bone turnover markers, the Pb data demonstrate increased bone resorption throughout pregnancy that further continues post-partum independent of length of breast-feeding, dietary intake and resumption of menses. Furthermore the isotopic measurements are not affected by hemodilution. These data confirm calcium balance studies that indicate increased bone resorption throughout pregnancy and lactation. They also indicate potentially major public health implications of the transfer of maternal Pb burden to the fetus and new born.
Collapse
Affiliation(s)
- Brian Gulson
- Department of Environmental Sciences, Faculty of Science and Engineering, Macquarie University, Sydney, NSW, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Energy Flagship, Sydney, Australia.
| | - Alan Taylor
- Department of Psychology, Macquarie University, Australia.
| | - John Eisman
- Garvan Institute of Medical Research, St Vincent's Hospital, School of Medicine Sydney, University of Notre Dame Australia, Sydney, NSW, Australia; University of New South Wales, Garvan Institute of Medical Research, St Vincent's Hospital, School of Medicine Sydney, Sydney, NSW, Australia.
| |
Collapse
|
60
|
Goodrich JM, Dolinoy DC, Sánchez BN, Zhang Z, Meeker JD, Mercado-Garcia A, Solano-González M, Hu H, Téllez-Rojo MM, Peterson KE. Adolescent epigenetic profiles and environmental exposures from early life through peri-adolescence. ENVIRONMENTAL EPIGENETICS 2016; 2:dvw018. [PMID: 29492298 PMCID: PMC5804533 DOI: 10.1093/eep/dvw018] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 07/18/2016] [Indexed: 05/07/2023]
Abstract
Epigenetic perturbations induced by environmental exposures at susceptible lifestages contribute to disease development. Even so, the influence of early life and ongoing exposures on the adolescent epigenome is rarely examined. We examined the association of exposure biomarkers for lead (Pb), bisphenol A (BPA), and nine phthalates metabolites with blood leukocyte DNA methylation at LINE-1 repetitive elements and environmentally responsive genes ( IGF2 , H19 , and HSD11B2 ) in peri-adolescents. Participants ( n = 247) from the Early Life Exposures in Mexico to Environmental Toxicants (ELEMENT) birth cohorts were followed-up once between the ages of 8 and 14 years, and concurrent exposures were measured in biospecimen collected at that time (blood Pb, urinary BPA, and phthalate metabolites). Prenatal and childhood exposures to Pb were previously approximated using maternal and child samples. BPA and phthalate metabolites were measured in third trimester maternal urine samples. Significant associations ( P < 0.05) were observed between DNA methylation and exposure biomarkers that were gene and biomarker specific. For example, Pb was only associated with LINE-1 hypomethylation during pregnancy ( P = 0.04), while early childhood Pb was instead associated with H19 hypermethylation ( P = 0.04). Concurrent urinary mono (2-ethylhexyl) phthalate (MEHP) was associated with HSD11B2 hypermethylation ( P = 0.005). Sex-specific associations, particularly among males, were also observed. In addition to single exposure models, principal component analysis was employed to examine exposure mixtures. This method largely corroborated the findings of the single exposure models. This study along with others in the field suggests that environment-epigenetic relationships vary by chemical, exposure timing, and sex.
Collapse
Affiliation(s)
- Jaclyn M. Goodrich
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Dana C. Dolinoy
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Center for Human Growth and Development, University of Michigan, Ann Arbor, MI, USA
| | - Brisa N. Sánchez
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Zhenzhen Zhang
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - John D. Meeker
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Adriana Mercado-Garcia
- Center for Research on Nutrition and Health, National Institute of Public Health, Cuernavaca, Morelos, México
| | - Maritsa Solano-González
- Center for Research on Nutrition and Health, National Institute of Public Health, Cuernavaca, Morelos, México
| | - Howard Hu
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Martha M. Téllez-Rojo
- Center for Research on Nutrition and Health, National Institute of Public Health, Cuernavaca, Morelos, México
| | - Karen E. Peterson
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Center for Human Growth and Development, University of Michigan, Ann Arbor, MI, USA
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
- *Correspondence address: 1415 Washington Heights, Ann Arbor, MI 48109-2029, USA. Tel: +1 734 647 1923; Fax: +1 734 936 7283; E-mail:
| |
Collapse
|
61
|
Stroustrup A, Hsu HH, Svensson K, Schnaas L, Cantoral A, Solano González M, Torres-Calapiz M, Amarasiriwardena C, Bellinger DC, Coull BA, Téllez-Rojo MM, Wright RO, Wright RJ. Toddler temperament and prenatal exposure to lead and maternal depression. Environ Health 2016; 15:71. [PMID: 27312840 PMCID: PMC4910201 DOI: 10.1186/s12940-016-0147-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 05/30/2016] [Indexed: 05/21/2023]
Abstract
BACKGROUND Temperament is a psychological construct that reflects both personality and an infant's reaction to social stimuli. It can be assessed early in life and is stable over time Temperament predicts many later life behaviors and illnesses, including impulsivity, emotional regulation and obesity. Early life exposure to neurotoxicants often results in developmental deficits in attention, social function, and IQ, but environmental predictors of infant temperament are largely unknown. We propose that prenatal exposure to both chemical and non-chemical environmental toxicants impacts the development of temperament, which can itself be used as a marker of risk for maladaptive neurobehavior in later life. In this study, we assessed associations among prenatal and early life exposure to lead, mercury, poverty, maternal depression and toddler temperament. METHODS A prospective cohort of women living in the Mexico City area were followed longitudinally beginning in the second trimester of pregnancy. Prenatal exposure to lead (blood, bone), mercury, and maternal depression were assessed repeatedly and the Toddler Temperament Scale (TTS) was completed when the child was 24 months old. The association between each measure of prenatal exposure and performance on individual TTS subscales was evaluated by multivariable linear regression. Latent profile analysis was used to classify subjects by TTS performance. Multinomial regression models were used to estimate the prospective association between prenatal exposures and TTS performance. RESULTS 500 mother-child pairs completed the TTS and had complete data on exposures and covariates. Three latent profiles were identified and categorized as predominantly difficult, intermediate, or easy temperament. Prenatal exposure to maternal depression predicted increasing probability of difficult toddler temperament. Maternal bone lead, a marker of cumulative exposure, also predicted difficult temperament. Prenatal lead exposure modified this association, suggesting that joint exposure in pregnancy to both was most toxic. CONCLUSIONS Maternal depression predicts difficult temperament and concurrent prenatal exposure to maternal depression and lead predicts a more difficult temperament phenotype in 2 year olds. The role of temperament as an intermediate variable in the path from prenatal exposures to neurobehavioral deficits and other health effects deserves further study.
Collapse
Affiliation(s)
- Annemarie Stroustrup
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Division of Newborn Medicine, Department of Pediatrics, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1508, New York, NY, 10029, USA.
| | - Hsiao-Hsien Hsu
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Katherine Svensson
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lourdes Schnaas
- Department of Developmental Neurobiology, National Institute of Perinatology, Mexico City, Mexico
| | - Alejandra Cantoral
- Center for Nutrition and Health Research, National Institute of Public Health, Morelos, Mexico
| | - Maritsa Solano González
- Center for Nutrition and Health Research, National Institute of Public Health, Morelos, Mexico
| | - Mariana Torres-Calapiz
- Department of Developmental Neurobiology, National Institute of Perinatology, Mexico City, Mexico
| | - Chitra Amarasiriwardena
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - David C Bellinger
- Departments of Neurology and Psychiatry, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
| | - Brent A Coull
- Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | - Martha M Téllez-Rojo
- Center for Nutrition and Health Research, National Institute of Public Health, Morelos, Mexico
| | - Robert O Wright
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rosalind J Wright
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| |
Collapse
|
62
|
Silver MK, Li X, Liu Y, Li M, Mai X, Kaciroti N, Kileny P, Tardif T, Meeker JD, Lozoff B. Low-level prenatal lead exposure and infant sensory function. Environ Health 2016; 15:65. [PMID: 27266277 PMCID: PMC4897806 DOI: 10.1186/s12940-016-0148-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 05/30/2016] [Indexed: 05/21/2023]
Abstract
BACKGROUND Lead is a pervasive neurotoxicant that has been associated with poorer cognitive, behavioral, and motor outcomes in children. The effects of lead on sensory function have not been well characterized. The aim of this study was to assess the effects of prenatal lead exposure on infant sensory function, as measured by auditory brainstem response (ABR) and grating visual acuity (VA). METHODS Lead was measured in maternal blood in mid- and late-pregnancy (mean gestational age = 15.5 and 39.0 weeks, respectively) and umbilical cord blood in a cohort of full-term infants in rural northeastern China. ABR latencies (peaks I, III, V) were measured in newborns during unsedated sleep (n = 315). The ABR central-to-peripheral (C-P) ratio was calculated as the ratio between the III-V and I-III interpeak intervals. VA was measured in 6-week-olds using Teller Acuity Cards (n = 1019) and assigned as the narrowest grid the infant fixated on. Multivariate linear regression was used to evaluate relationships between tertiles of mid-pregnancy, late-pregnancy, or cord lead and newborn ABR or 6-week VA. RESULTS Higher late-pregnancy lead levels were associated with higher ABR C-P ratios and lower VA. In covariate-adjusted analyses, mean C-P ratios were 4.6 and 3.2 % higher in infants whose mothers had lead > 3.8 μg/dL and lead = 2-3.8 μg/dL, respectively, than for infants whose mothers had lead < 2 μg/dL (p-trend =0.002). In adjusted analyses for VA, mean scores were 8.5 and 7.2 % lower for maternal lead > 3.8 μg/dL and lead = 2-3.8 μg/dL, respectively, compared to lead < 2 μg/dL (p-trend =0.009). CONCLUSION Auditory and visual systems maturation appears delayed in infants with higher prenatal lead exposure during late-pregnancy, even at relatively low levels. Both systems start myelinating in late gestation and mature rapidly in infancy. Higher ABR C-P ratio and lower grating VA scores suggest effects of low-level lead exposure on sensory system myelination.
Collapse
Affiliation(s)
- Monica K Silver
- Department of Environmental Health Sciences, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Xiaoqing Li
- Department of Pediatric Ophthalmology, Peking University First Hospital, 8 Xishiku St., Xicheng, Beijing, 100034, China
| | - Yuhe Liu
- Department of Otolaryngology, Peking University First Hospital, 8 Xishiku St., Xicheng, Beijing, 100034, China
| | - Ming Li
- Department of Pediatrics, Peking University First Hospital, 8 Xishiku St., Xicheng, Beijing, 100034, China
| | - Xiaoqin Mai
- Center for Human Growth and Development, University of Michigan, 300 North Ingalls St., Ann Arbor, MI, 48104, USA
- Department of Psychology, Renmin University, 59 Zhongguancun St., Haidian, Beijing, 100872, China
| | - Niko Kaciroti
- Center for Human Growth and Development, University of Michigan, 300 North Ingalls St., Ann Arbor, MI, 48104, USA
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Paul Kileny
- Center for Human Growth and Development, University of Michigan, 300 North Ingalls St., Ann Arbor, MI, 48104, USA
- Department of Otorhinolaryngology, University of Michigan, 1500 E. Medical Center Dr., Ann Arbor, MI, 48109, USA
| | - Twila Tardif
- Center for Human Growth and Development, University of Michigan, 300 North Ingalls St., Ann Arbor, MI, 48104, USA
- Department of Psychology, University of Michigan, 530 Church St., Ann Arbor, MI, 48109, USA
| | - John D Meeker
- Department of Environmental Health Sciences, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA.
| | - Betsy Lozoff
- Center for Human Growth and Development, University of Michigan, 300 North Ingalls St., Ann Arbor, MI, 48104, USA
| |
Collapse
|
63
|
Shepherd TJ, Dirks W, Roberts NMW, Patel JG, Hodgson S, Pless-Mulloli T, Walton P, Parrish RR. Tracing fetal and childhood exposure to lead using isotope analysis of deciduous teeth. ENVIRONMENTAL RESEARCH 2016; 146:145-153. [PMID: 26752082 DOI: 10.1016/j.envres.2015.12.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Revised: 12/11/2015] [Accepted: 12/15/2015] [Indexed: 06/05/2023]
Abstract
We report progress in using the isotopic composition and concentration of Pb in the dentine and enamel of deciduous teeth to provide a high resolution time frame of exposure to Pb during fetal development and early childhood. Isotope measurements (total Pb and (208)Pb/(206)Pb, (207)Pb/(206)Pb ratios) were acquired by laser ablation inductively coupled mass spectrometry at contiguous 100 micron intervals across thin sections of the teeth; from the outer enamel surface to the pulp cavity. Teeth samples (n=10) were selected from two cohorts of children, aged 5-8 years, living in NE England. By integrating the isotope data with histological analysis of the teeth, using the daily incremental lines in dentine, we were able to assign true estimated ages to each ablation point (first 2-3 years for molars, first 1-2 years for incisors+pre-natal growth). Significant differences were observed in the isotope composition and concentration of Pb between children, reflecting differences in the timing and sources of exposure during early childhood. Those born in 2000, after the withdrawal of leaded petrol in 1999, have the lowest dentine Pb levels (<0.2µgPb/g) with (208)Pb/(206)Pb (mean ±2σ: 2.126-2.079) (208)Pb/(206)Pb (mean ±2σ: 0.879-0.856) ratios that correlate very closely with modern day Western European industrial aerosols (PM10, PM2.5) suggesting that diffuse airborne pollution was probably the primary source and exposure pathway. Legacy lead, if present, is insignificant. For those born in 1997, dentine lead levels are typically higher (>0.4µgPb/g) with (208)Pb/(206)Pb (mean ±2σ: 2.145-2.117) (208)Pb/(206)Pb (mean ±2σ: 0.898-0.882) ratios that can be modelled as a binary mix between industrial aerosols and leaded petrol emissions. Short duration, high intensity exposure events (1-2 months) were readily identified, together with evidence that dentine provides a good proxy for childhood changes in the isotope composition of blood Pb. Our pilot study confirms that laser ablation Pb isotope analysis of deciduous teeth, when carried out in conjunction with histological analysis, permits a reconstruction of the timing, duration and source of exposure to Pb during early childhood. With further development, this approach has the potential to study larger cohorts and appraise environments where the levels of exposure to Pb are much higher.
Collapse
Affiliation(s)
- Thomas J Shepherd
- Centre for Oral Health Research, School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK; British Geological Survey, Keyworth, Nottingham, UK
| | - Wendy Dirks
- Department of Anthropology, Durham University, Durham, UK
| | - Nick M W Roberts
- NERC Isotope Geosciences Laboratory, British Geological Survey, Nottingham, UK
| | | | - Susan Hodgson
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, Imperial College London, UK
| | - Tanja Pless-Mulloli
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Pamela Walton
- Centre for Oral Health Research, School of Dental Sciences, Newcastle University, Newcastle upon Tyne, UK
| | | |
Collapse
|
64
|
Tamayo Y Ortiz M, Téllez-Rojo MM, Wright RJ, Coull BA, Wright RO. Longitudinal associations of age and prenatal lead exposure on cortisol secretion of 12-24 month-old infants from Mexico City. Environ Health 2016; 15:41. [PMID: 26926653 PMCID: PMC4772459 DOI: 10.1186/s12940-016-0124-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Accepted: 02/22/2016] [Indexed: 05/11/2023]
Abstract
BACKGROUND Cortisol has functions on homeostasis, growth, neurodevelopment, immune function and the stress response. Secretion follows a diurnal rhythm that mediates these processes. Our objective was to examine the association between prenatal lead exposure and infant diurnal cortisol rhythms. METHODS We measured infant cortisol rhythms in saliva collected repeatedly over 2 days at either 12 (n = 255) or 18-24 (n = 150) months of age. Prenatal lead exposure was assessed by measuring maternal pregnancy blood lead levels and early postnatal maternal bone lead content. We analyzed age-specific basal secretion and the association between trimester-specific and cumulative lead exposure with a) change in total diurnal cortisol and b) the shape of the cortisol curve across the length of the day. RESULTS Our results showed age related differences in salivary cortisol secretion and an age dependent association with maternal lead exposure. In age-stratified models we saw an inverse association between lead and cortisol levels in 12-month-old infants and a positive association for 18-24-month-old infants. For the 12-month-old infants 2nd-trimester-lead ≥10 μg/dL was associated with 40 % lower cortisol levels (95 % CI (-57, -16)) and a significant change in the shape of the cortisol curve (p = 0.01), compared to infants with low blood lead levels (<5 μg/dL). CONCLUSIONS Basal cortisol secretion changes with age. Increased early gestation lead exposure alters diurnal cortisol rhythms and the association is modified by infant age, perhaps representing an early maturation of cortisol homeostasis.
Collapse
Affiliation(s)
- Marcela Tamayo Y Ortiz
- National Council of Science and Technology, Center for Nutrition Research and Health, National Institute of Public Health, 7a. Cerrada de Fray Pedro de Gante # 50, Col. Sección XVI Tlalpan, C.P. 14080, México D.F., Mexico.
- Center for Research in Nutrition and Health, National Institute of Public Health, Universidad No. 655, Col. Santa María Ahuacatitlán, Cerrada los Pinos y Caminera, CP. 62100, Cuernavaca, Morelos, Mexico.
| | - Martha María Téllez-Rojo
- Center for Research in Nutrition and Health, National Institute of Public Health, Universidad No. 655, Col. Santa María Ahuacatitlán, Cerrada los Pinos y Caminera, CP. 62100, Cuernavaca, Morelos, Mexico.
| | - Rosalind J Wright
- Departments of Pediatrics and Preventive Medicine, Pediatrics Kravis Children's Hospital, New York, USA.
- The Mindich Child Health & Development Institute, Icahn School of Medicine at Mount Sinai, Annenberg Building Floor 14th Floor Room 8, 1468 Madison Avenue, New York City, NY, 10029, USA.
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, 17 East 102 Street Floor 3 West Room D3-110, New York City, NY, 10029, USA.
| | - Brent A Coull
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 655 Huntington Avenue, Building II, Room 413, Boston, MA, 02115, USA.
| | - Robert O Wright
- Departments of Pediatrics and Preventive Medicine, Pediatrics Kravis Children's Hospital, New York, USA.
- The Mindich Child Health & Development Institute, Icahn School of Medicine at Mount Sinai, Annenberg Building Floor 14th Floor Room 8, 1468 Madison Avenue, New York City, NY, 10029, USA.
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, 17 East 102 Street Floor 3 West Room D3-110, New York City, NY, 10029, USA.
| |
Collapse
|
65
|
Nye MD, King KE, Darrah TH, Maguire R, Jima DD, Huang Z, Mendez MA, Fry RC, Jirtle RL, Murphy SK, Hoyo C. Maternal blood lead concentrations, DNA methylation of MEG3 DMR regulating the DLK1/MEG3 imprinted domain and early growth in a multiethnic cohort. ENVIRONMENTAL EPIGENETICS 2016; 2:dvv009. [PMID: 28123784 PMCID: PMC5258134 DOI: 10.1093/eep/dvv009] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Prenatal exposure to lead (Pb) is known to decrease fetal growth; but its effects on postnatal growth and mechanistic insights linking Pb to growth are not clearly defined. Genomically imprinted genes are powerful regulators of growth and energy utilization, and may be particularly vulnerable to environmental Pb exposure. Because imprinting is established early and maintained via DNA methylation, we hypothesized that prenatal Pb exposure alters DNA methylation of imprinted genes resulting in lower birth weight and rapid growth. Pb was measured by inductively coupled plasma mass spectrometry (ICP-MS) in peripheral blood of 321 women of the Newborn Epigenetic STudy (NEST) obtained at gestation ~12 weeks. Linear and logistic regression models were used to evaluate associations between maternal Pb levels, methylation of differentially methylated regions (DMRs) regulating H19, MEG3, PEG3, and PLAGL1, measured by pyrosequencing, birth weight, and weight-for-height z score gains between birth and age 1yr, ages 1-2yrs, and 2-3yrs. Children born to women with Pb levels in the upper tertile had higher methylation of the regulatory region of the MEG3 DMR imprinted domain (β= 1.57, se= 0.82, p= 0.06). Pb levels were also associated with lower birth weight (β= -0.41, se= 0.15, p= 0.01) and rapid gains in adiposity (OR= 12.32, 95%CI=1.25-121.30, p= 0.03) by age 2-3 years. These data provide early human evidence for Pb associations with hypermethylation at the MEG3 DMR regulatory region and rapid adiposity gain-a risk factor for childhood obesity and cardiometabolic diseases in adulthood.
Collapse
Affiliation(s)
- Monica D. Nye
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Duke University, B226 LSRC, Box 91012, Research Drive, Durham, NC 27708, USA
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, 450 West Street, CB 7295, UNC, Chapel Hill, NC 27599, USA
- Department of Environmental Sciences and Engineering, Curriculum in Toxicology, The University of North Carolina at Chapel Hill, 135 Dauer Drive, CB 7431, UNC, Chapel Hill, NC 27599, USA
| | - Katherine E. King
- Environmental Public Health Division, U.S. Environmental Protection Agency and Department of Community and Family Medicine, Duke University, Durham, NC 27708, USA
| | - Thomas H. Darrah
- School of Earth Sciences, The Ohio State University, Columbus, OH 43210, USA
| | - Rachel Maguire
- Department of Biological Sciences, Center for Human Health and Environment, Campus Box 7633, NC State University, Raleigh, NC 27695, USA
| | - Dereje D. Jima
- Department of Biological Sciences, Center for Human Health and Environment, Campus Box 7633, NC State University, Raleigh, NC 27695, USA
| | - Zhiqing Huang
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Duke University, B226 LSRC, Box 91012, Research Drive, Durham, NC 27708, USA
| | - Michelle A. Mendez
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, 450 West Street, CB 7295, UNC, Chapel Hill, NC 27599, USA
- Department of Nutrition, Gillings School of Public Health Fellow, Carolina Population Center, University of North Carolina at Chapel Hill, 2101G McGavran-Greenberg Hall Chapel Hill, NC 27599-7461, USA
| | - Rebecca C. Fry
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, 450 West Street, CB 7295, UNC, Chapel Hill, NC 27599, USA
- Department of Environmental Sciences and Engineering, Curriculum in Toxicology, The University of North Carolina at Chapel Hill, 135 Dauer Drive, CB 7431, UNC, Chapel Hill, NC 27599, USA
| | - Randy L. Jirtle
- Department of Biological Sciences, Center for Human Health and Environment, Campus Box 7633, NC State University, Raleigh, NC 27695, USA
- Randy L. Jirtle,
http://orcid.org/0000-0003-1767-045X
| | - Susan K. Murphy
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Duke University, B226 LSRC, Box 91012, Research Drive, Durham, NC 27708, USA
- Susan K. Murphy,
http://orcid.org/0000-0001-8298-7272
| | - Cathrine Hoyo
- Department of Biological Sciences, North Carolina State University, Raleigh, NC 27695, USA
- *Correspondence address. Department of Biological Sciences, Center for Human Health and Environment, Campus Box 7633, NC State University, Raleigh, NC 27695, USA. E-mail:
| |
Collapse
|
66
|
Cantoral A, Téllez-Rojo MM, Levy TS, Hernández-Ávila M, Schnaas L, Hu H, Peterson KE, Ettinger AS. Differential association of lead on length by zinc status in two-year old Mexican children. Environ Health 2015; 14:95. [PMID: 26715556 PMCID: PMC4696318 DOI: 10.1186/s12940-015-0086-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 12/22/2015] [Indexed: 05/05/2023]
Abstract
BACKGROUND Blood lead levels have decreased in Mexico since leaded fuel was banned in 1997, but other sources remain, including the use of lead-glazed ceramics for food storage and preparation. Zinc deficiency is present in almost 30% of children aged 1-2 years. Previous studies have documented negative associations of both lead exposure and zinc deficiency with stature, but have not considered the joint effects. Given that the prevalence of stunting in pre-school aged children was 13.6% in 2012, the aim of this study was to evaluate if the relationship between blood lead and child stature was modified by zinc status. METHODS Anthropometry, dietary energy intake, serum zinc and blood lead were measured in 291 children aged 24 months from an ongoing birth cohort study in Mexico City. Child stature was represented by recumbent length as appropriate for this age group. The association between blood lead (BPb) and length-for-age Z score (LAZ) was evaluated using a model stratified by zinc status measured by standard criteria and adjusted for: birth length, breastfeeding practices, energy intake, maternal height and education. RESULTS Median (IQR) BPb was: 0.17 (0.12-0.26) μmol/L and 17% of the sample had zinc deficiency (<9.9 μmol/L). BPb was inversely associated with LAZ in the overall sample (β = -0.19, p = 0.02). In stratified models, this negative association was more than three times higher and statistically significant only in the zinc deficient group (β = -0.43, p = 0.04) compared to the zinc replete group (β = -0.12, p = 0.22) (BPb*zinc status, p-for-interaction = 0.04). CONCLUSIONS Zinc adequacy is a key factor that may attenuate the negative association of lead on stature in young children.
Collapse
Affiliation(s)
- Alejandra Cantoral
- Research Center for Nutrition and Health, National Institute of Public Health, Universidad No. 655 Colonia Santa María Ahuacatitlán, Cerrada Los Pinos y Caminera, C.P. 62100, Cuernavaca, Mor, Mexico.
| | - Martha M Téllez-Rojo
- Research Center for Nutrition and Health, National Institute of Public Health, Universidad No. 655 Colonia Santa María Ahuacatitlán, Cerrada Los Pinos y Caminera, C.P. 62100, Cuernavaca, Mor, Mexico.
| | - Teresa Shamah Levy
- Research Center for Nutrition and Health, National Institute of Public Health, Universidad No. 655 Colonia Santa María Ahuacatitlán, Cerrada Los Pinos y Caminera, C.P. 62100, Cuernavaca, Mor, Mexico.
| | - Mauricio Hernández-Ávila
- National Institute of Public Health, Universidad No. 655, Colonia Santa María Ahuacatitlán, Cerrada Los Pinos y Caminera, C.P. 62100, Cuernavaca, Mor, Mexico.
| | - Lourdes Schnaas
- National Institute of Perinatology, Monte Urales Sur 800, Lomas Virreyes, C.P. 11000, Mexico City, Mexico.
| | - Howard Hu
- Dalla Lana School of Public Health, University of Toronto, 155 College St, 6th floor, Toronto, ON, M5T 3M7, Canada.
- Department of Nutritional Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, 48104, USA.
| | - Karen E Peterson
- Department of Nutritional Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, 48104, USA.
- Department of Nutrition, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA, 02215, USA.
| | - Adrienne S Ettinger
- Department of Nutritional Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, 48104, USA.
| |
Collapse
|
67
|
Abstract
BACKGROUND Exposure to unhealthy and unsafe environments cause 1 in 4 deaths in childhood each year. Early exposure to lead beginning prenatally and continuing throughout childhood is one of the mechanisms associated with unhealthy and unsafe environments, particularly in industrial countries and urban communities. Lead is a known heavy metal that crosses the placenta and blood-brain barrier depositing in fetal tissues. PURPOSE The purpose of this integrative review was to determine which maternal-fetal dyads were at high risk for elevated umbilical cord lead (Pb) levels and to examine the consequences associated with elevated umbilical cord Pb levels. SEARCH STRATEGY PubMed was searched to obtain English language publications from 2005 to March 2015 for studies examining the effects of prenatal lead exposure on infant outcomes using key terms "lead" combined with "infant." A total of 17 articles were retained for analysis. FINDINGS Infants with elevated umbilical cord blood lead levels were associated with maternal demographic factors and country of origin. Maternal-specific exposure to lead products prior to or during pregnancy was associated with elevated umbilical cord blood lead levels. The consequences of prenatal lead exposure to the infant at birth anthropometrically were mixed. The evidence on neurological consequences of prenatal exposure to lead appears to reflect changes in cognitive impairment; however, it needs further study. IMPLICATIONS FOR PRACTICE The major recommendation is primary prevention of lead exposure across the life span. Implementation of policies that reduce the availability of leaded products to reduce leaded products, especially ones aimed at children and women of childbearing age. IMPLICATIONS FOR RESEARCH Research needs to be focused in 2 directions: (1) prevention of lead exposure during pregnancy and (2) prevention of lead leaching from bones for all women of childbearing age.
Collapse
|
68
|
Basha CD, Reddy RG. Long-term changes in brain cholinergic system and behavior in rats following gestational exposure to lead: protective effect of calcium supplement. Interdiscip Toxicol 2015; 8:159-68. [PMID: 27486377 PMCID: PMC4961914 DOI: 10.1515/intox-2015-0025] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Revised: 12/12/2015] [Accepted: 12/17/2015] [Indexed: 11/15/2022] Open
Abstract
Our earlier studies showed that lactational exposure to lead (Pb) caused irreversible neurochemical alterations in rats. The present study was carried out to examine whether gestational exposure to Pb can cause long-term changes in the brain cholinergic system and behavior of rats. The protective effect of calcium (Ca) supplementation against Pb toxicity was also examined. Pregnant rats were exposed to 0.2% Pb (Pb acetate in drinking water) from gestational day (GD) 6 to GD 21. The results showed decrease in body weight gain (GD 6-21) of dams, whereas no changes were observed in offspring body weight at different postnatal days following Pb exposure. Male offspring treated with Pb showed marginal alterations in developmental landmarks such as unfolding of pinnae, lower and upper incisor eruption, fur development, eye slit formation and eye opening on postnatal day (PND) 1, whereas significant alterations were found in the righting reflex (PNDs 4-7), slant board behavior (PNDs 8-10) and forelimb hang performance (PNDs 12-16). Biochemical analysis showed decrease in synaptosomal acetylcholinesterase (AChE) activity and an increase in acetylcholine (ACh) levels in the cortex, cerebellum and hippocampus on PND 14, PND 21, PND 28 and in the four-month age group of rats following Pb exposure. Significant deficits were also observed in total locomotor activity, exploratory behavior and open field behavior in selected age groups of Pb-exposed rats. These alterations were found to be maximal on PND 28, corresponding with the greater blood lead levels observed on PND 28. Addition of 0.02% Ca to Pb reversed the Pb-induced impairments in the cholinergic system as well as in behavioral parameters of rats. In conclusion, these data suggest that gestational exposure to Pb is able to induce long-term changes in neurological functions of offspring. Maternal Ca administration reversed these neurological effects of Pb later in life, suggesting a protective effect of calcium in Pb-exposed animals.
Collapse
Affiliation(s)
- Chand D Basha
- Department of Zoology, Sri Venkateswara University, Tirupati - 517502, India
| | - Rajarami G Reddy
- Department of Zoology, Sri Venkateswara University, Tirupati - 517502, India
| |
Collapse
|
69
|
Lee SB, Kim YS, Lee YH, Ahn BJ, Kim NS, Lee BK, Shin HS. Validation of ICP-MS method for trace level analysis of Pb in plasma. ANALYTICAL SCIENCE AND TECHNOLOGY 2015. [DOI: 10.5806/ast.2015.28.5.309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
70
|
Sanders AP, Burris HH, Just AC, Motta V, Amarasiriwardena C, Svensson K, Oken E, Solano-Gonzalez M, Mercado-Garcia A, Pantic I, Schwartz J, Tellez-Rojo MM, Baccarelli AA, Wright RO. Altered miRNA expression in the cervix during pregnancy associated with lead and mercury exposure. Epigenomics 2015; 7:885-96. [PMID: 26418635 DOI: 10.2217/epi.15.54] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
AIM Toxic metals including lead and mercury are associated with adverse pregnancy outcomes. This study aimed to assess the association between miRNA expression in the cervix during pregnancy with lead and mercury levels. MATERIALS & METHODS We obtained cervical swabs from pregnant women (n = 60) and quantified cervical miRNA expression. Women's blood lead, bone lead and toenail mercury levels were analyzed. We performed linear regression to examine the association between metal levels and expression of 74 miRNAs adjusting for covariates. RESULTS Seventeen miRNAs were negatively associated with toenail mercury levels, and tibial bone lead levels were associated with decreased expression of miR-575 and miR-4286. CONCLUSION The findings highlight miRNAs in the human cervix as novel responders to maternal chemical exposure during pregnancy.
Collapse
Affiliation(s)
- Alison P Sanders
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Heather H Burris
- Department of Neonatology, Beth Israel Deaconess Medical Center & Division of Newborn Medicine, Boston Children's Hospital & Harvard Medical School, 330 Brookline Ave, RO 318, Boston, MA 02215, USA
| | - Allan C Just
- Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA 02115, USA
| | - Valeria Motta
- Laboratory of Environmental Epigenetics, Exposure Epidemiology & Risk Program, Harvard TH Chan School of Public Health, Boston, MA 02115, USA.,Department of Clinical Sciences & Community Health University of Milan - Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Chitra Amarasiriwardena
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Laboratory of Environmental Epigenetics, Exposure Epidemiology & Risk Program, Harvard TH Chan School of Public Health, Boston, MA 02115, USA
| | - Katherine Svensson
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Emily Oken
- Department of Population Medicine, Harvard Medical School & Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA
| | - Maritsa Solano-Gonzalez
- Center for Nutrition & Health Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| | - Adriana Mercado-Garcia
- Center for Nutrition & Health Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| | - Ivan Pantic
- Laboratory of Environmental Epigenetics, Exposure Epidemiology & Risk Program, Harvard TH Chan School of Public Health, Boston, MA 02115, USA.,Division of Research in Public Health, National Institute of Perinatology, Mexico City, Mexico
| | - Joel Schwartz
- Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA 02115, USA
| | - Martha M Tellez-Rojo
- Center for Nutrition & Health Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| | - Andrea A Baccarelli
- Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA 02115, USA.,Laboratory of Environmental Epigenetics, Exposure Epidemiology & Risk Program, Harvard TH Chan School of Public Health, Boston, MA 02115, USA
| | - Robert O Wright
- Department of Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| |
Collapse
|
71
|
Thomas S, Arbuckle TE, Fisher M, Fraser WD, Ettinger A, King W. Metals exposure and risk of small-for-gestational age birth in a Canadian birth cohort: The MIREC study. ENVIRONMENTAL RESEARCH 2015; 140:430-9. [PMID: 25967284 DOI: 10.1016/j.envres.2015.04.018] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 04/23/2015] [Accepted: 04/28/2015] [Indexed: 05/20/2023]
Abstract
BACKGROUND Lead, mercury, cadmium and arsenic are some of the most common toxic metals to which Canadians are exposed. The effect of exposure to current low levels of toxic metals on fetal growth restriction is unknown. OBJECTIVE The aim of this study was to examine relationships between exposure to lead, mercury, cadmium and arsenic during pregnancy, and risk of small for gestational age (SGA) birth. METHODS Lead, mercury, cadmium and arsenic levels were measured in blood samples from the first and third trimesters in 1835 pregnant women from across Canada. Arsenic species in first trimester urine were also assessed. Relative risks and 95% confidence intervals were estimated using log binomial multivariate regression. Important covariates including maternal age, parity, pre-pregnancy BMI, and smoking, were considered in the analysis. An exploratory analysis was performed to examine potential effect modification of these relationships by single nucleotide polymorphisms (SNPs) in GSTP1 and GSTO1 genes. RESULTS No association was found between blood lead, cadmium or arsenic and risk for SGA. We observed an increased risk for SGA for the highest compared to the lowest tertile of exposure for mercury (>1.6 µg/L, RR=1.56.; 95% CI=1.04-2.58) and arsenobetaine (>2.25 µg/L, RR=1.65; 95% CI=1.10-2.47) after adjustment for the effects of parity and smoking. A statistically significant interaction was observed in the relationship between dimethylarsinic acid (DMA) levels in urinary arsenic and SGA between strata of GSTO1 A104A (p for interaction=0.02). A marginally significant interaction was observed in the relationship between blood lead and SGA between strata of GSTP1 A114V (p for interaction=0.06). CONCLUSIONS These results suggest a small increase in risk for SGA in infants born to women exposed to mercury and arsenic. Given the conflicting evidence in the literature this warrants further investigation in other pregnant populations.
Collapse
Affiliation(s)
- Shari Thomas
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Tye E Arbuckle
- Population Studies Division, Healthy Environments and Consumer Safety Branch, Health Canada, Ottawa, Canada.
| | - Mandy Fisher
- Population Studies Division, Healthy Environments and Consumer Safety Branch, Health Canada, Ottawa, Canada
| | - William D Fraser
- Sainte Justine University Hospital Research Center, University of Montreal, Montreal, Canada
| | - Adrienne Ettinger
- Center for Perinatal, Pediatric & Environmental Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Will King
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada
| |
Collapse
|
72
|
Revisiting mobilisation of skeletal lead during pregnancy based on monthly sampling and cord/maternal blood lead relationships confirm placental transfer of lead. Arch Toxicol 2015; 90:805-16. [DOI: 10.1007/s00204-015-1515-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 03/31/2015] [Indexed: 10/23/2022]
|
73
|
Shen W, Zhang B, Liu S, Wu H, Gu X, Qin L, Tian P, Zeng Y, Ye L, Ni Z, Wang Q. Association of blood lead levels with methylenetetrahydrofolate reductase polymorphisms among Chinese pregnant women in Wuhan city. PLoS One 2015; 10:e0117366. [PMID: 25723397 PMCID: PMC4344240 DOI: 10.1371/journal.pone.0117366] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 12/23/2014] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Pregnancy is an important stimulus of bone lead release. Elevated blood lead levels (BLLs) may cause adverse pregnancy outcomes for mothers and harmful lead effects on fetuses. However, the reports about maternal BLL changes during pregnancy are conflicting to some extent. This article is to explore the variations in BLLs among pregnant women. The relationships of BLLs with methylenetetrahydrofolate reductase (MTHFR) gene C677T, A1298C, and G1793A polymorphisms, which are associated with bone resorption, were also studied. A total of 973 women, including 234, 249, and 248 women in their first, second, and third trimesters, respectively, and 242 non-pregnant women, were recruited at the Wuhan Women and Children Medical Health Center. METHODS BLLs were determined using a graphite furnace atomic absorption spectrometer. Single-nucleotide polymorphisms of MTHFR were identified with the TaqMan probe method. RESULTS The geometric mean (geometric standard deviation) of BLLs was 16.2 (1.78) μg/L for all participants. All the studied MTHFR alleles were in Hardy-Weinberg equilibrium. Multiple-linear regression analysis revealed the following results. Among the pregnant women, those that carried MTHFR 677CC (i.e. wild-genotype homozygote) and 1298CC (i.e. mutant-genotype homozygote) exhibited higher BLLs than those that carried 677CT/TT (standardized β = 0.074, P = 0.042) and 1298AC/AA (standardized β = 0.077, P = 0.035) when other covariates (e.g., age, no. of children, education and income, etc.) were adjusted. The BLLs of pregnant women consistently decreased during the pregnancy and these levels positively correlated with BMI (standard β = 0.086-0.096, P<0.05). CONCLUSIONS The 1298CC mutant-type homozygote in the MTHFR gene is a risk factor for high BLLs among low-level environmental lead-exposed Chinese pregnant women, whose BLLs consistently decreased during gestation.
Collapse
Affiliation(s)
- Wei Shen
- Department of Epidemiology and Biostatistics, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Bin Zhang
- Wuhan Women and Children Medical Care Center, Wuhan 430016, China
| | - Shuyun Liu
- Department of Epidemiology and Biostatistics, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Hongling Wu
- Wuhan Women and Children Medical Care Center, Wuhan 430016, China
| | - Xue Gu
- Department of Epidemiology and Biostatistics, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Lingzhi Qin
- Wuhan Women and Children Medical Care Center, Wuhan 430016, China
| | - Ping Tian
- Wuhan Women and Children Medical Care Center, Wuhan 430016, China
| | - Yun Zeng
- Department of Epidemiology and Biostatistics, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Linxiang Ye
- Department of Epidemiology and Biostatistics, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Zemin Ni
- Women and Children Medical Center of Jiang-an District, Wuhan 430017, China
| | - Qi Wang
- Department of Epidemiology and Biostatistics, MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| |
Collapse
|
74
|
Rabito FA, Kocak M, Werthmann DW, Tylavsky FA, Palmer CD, Parsons PJ. Changes in low levels of lead over the course of pregnancy and the association with birth outcomes. Reprod Toxicol 2014; 50:138-44. [PMID: 25461912 DOI: 10.1016/j.reprotox.2014.10.006] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Revised: 08/14/2014] [Accepted: 10/07/2014] [Indexed: 11/25/2022]
Abstract
Data are lacking on the effect of low level prenatal lead exposure. We examined the change in blood lead from the second trimester until delivery and the association between maternal and cord blood lead and birth outcomes in 98 participants of the CANDLE birth cohort study. Mixed effects models were constructed to assess blood lead change over pregnancy and regression models were used to explore the relationship with cord blood lead, characteristics effecting maternal lead, birth weight and gestational age. Overall, the geometric mean maternal blood level was 0.43 μg/dL. Maternal blood lead at each time point was predictive of cord blood lead level. A 0.1 μg/dL increase in second trimester lead was associated with lower birth weight and pre-term birth. Maternal blood lead below 1 μg/dL behaves in a manner similar to lead at higher levels and is associated with a small decrease in birth weight and gestational age.
Collapse
Affiliation(s)
- Felicia A Rabito
- Department of Epidemiology, Tulane School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112, United States.
| | - Mehmet Kocak
- Department of Preventive Medicine, University of Tennessee Health Science Center, 66 North Pauline Street, 6th floor, Memphis TN 38105, United States
| | - Derek W Werthmann
- Department of Epidemiology, Tulane School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112, United States
| | - Frances A Tylavsky
- Department of Preventive Medicine, University of Tennessee Health Science Center, 66 North Pauline Street, 6th floor, Memphis TN 38105, United States
| | - Christopher D Palmer
- Laboratory of Inorganic and Nuclear Chemistry, Wadsworth Center, New York State Department of Health, P.O. Box 509, Albany, NY 12201-0509, United States; Department of Environmental Health Sciences, School of Public Health, The University at Albany, P.O. Box 509, NY 12201-0509, United States
| | - Patrick J Parsons
- Laboratory of Inorganic and Nuclear Chemistry, Wadsworth Center, New York State Department of Health, P.O. Box 509, Albany, NY 12201-0509, United States; Department of Environmental Health Sciences, School of Public Health, The University at Albany, P.O. Box 509, NY 12201-0509, United States
| |
Collapse
|
75
|
Dallaire R, Dewailly É, Ayotte P, Forget-Dubois N, Jacobson SW, Jacobson JL, Muckle G. Growth in Inuit children exposed to polychlorinated biphenyls and lead during fetal development and childhood. ENVIRONMENTAL RESEARCH 2014; 134:17-23. [PMID: 25042032 PMCID: PMC4262554 DOI: 10.1016/j.envres.2014.06.023] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Revised: 06/20/2014] [Accepted: 06/23/2014] [Indexed: 05/21/2023]
Abstract
BACKGROUND Because of their geographical location and traditional lifestyle, Canadian Inuit children are highly exposed to polychlorinated biphenyls (PCBs) and lead (Pb), environmental contaminants that are thought to affect fetal and child growth. We examined the associations of these exposures with the fetal and postnatal growth of Inuit children. METHODS We conducted a prospective cohort study among Inuit from Nunavik (Arctic Québec). Mothers were recruited at their first prenatal visit; children (n=290) were evaluated at birth and at 8-14 years of age. Concentrations of PCB 153 and Pb were determined in umbilical cord and child blood. Weight, height and head circumference were measured at birth and during childhood. RESULTS Cord blood PCB 153 concentrations were not associated with anthropometric measurements at birth or school age, but child blood PCB 153 concentrations were associated with reduced weight, height and head circumference during childhood. There was no association between cord Pb levels and anthropometric outcomes at birth, but cord blood Pb was related to smaller height and shows a tendency of a smaller head circumference during childhood. INTERPRETATION Our results suggest that chronic exposure to PCBs during childhood is negatively associated with skeletal growth and weight, while prenatal Pb exposure is related to reduced growth during childhood. This study is the first to link prenatal Pb exposure to poorer growth in school-age children.
Collapse
Affiliation(s)
- Renée Dallaire
- École de psychologie, Université Laval and Centre de recherche du CHU de Québec, Québec City, QC, Canada
| | - Éric Dewailly
- Département de médecine sociale et préventive, Université Laval and Centre de recherche du CHU de Québec, Québec City, QC, Canada
| | - Pierre Ayotte
- Département de médecine sociale et préventive, Université Laval and Centre de recherche du CHU de Québec, Québec City, QC, Canada
| | - Nadine Forget-Dubois
- École de psychologie, Université Laval and Centre de recherche du CHU de Québec, Québec City, QC, Canada
| | - Sandra W Jacobson
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Joseph L Jacobson
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Gina Muckle
- École de psychologie, Université Laval and Centre de recherche du CHU de Québec, Québec City, QC, Canada.
| |
Collapse
|
76
|
Evidence that birth weight is decreased by maternal lead levels below 5μg/dl in male newborns. Reprod Toxicol 2014; 47:21-6. [DOI: 10.1016/j.reprotox.2014.05.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 05/08/2014] [Accepted: 05/15/2014] [Indexed: 11/23/2022]
|
77
|
Fortenberry GZ, Meeker JD, Sánchez BN, Bellinger D, Peterson K, Schnaas L, Solano-González M, Ettinger AS, Hernandez-Avila M, Hu H, Maria Tellez-Rojo M. RETRACTED: Paraoxonase I polymorphisms and attention/hyperactivity in school-age children from Mexico City, Mexico. ENVIRONMENTAL RESEARCH 2014; 132:342-349. [PMID: 24834831 DOI: 10.1016/j.envres.2014.04.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Revised: 04/09/2014] [Accepted: 04/11/2014] [Indexed: 06/03/2023]
Abstract
Globally, organophosphate (OP) pesticide usage and exposure is widespread. Studies have found that fetuses and infants are more sensitive than adults to environmental toxicants and that prenatal exposure to low levels of OPs has been associated with Attention Deficit Hyperactivity Disorder-Like Phenotypes (ADHD-LP). Paraoxonase 1 (PON1) is an enzyme involved in detoxifying some OPs and its polymorphisms influence enzyme activity and quantity. The objective of this study was to examine whether maternal and/or child PON1 genotypes (PON1R192Q and PON1L55M) were associated with ADHD-LP in a Mexico City, Mexico birth cohort. PON1R192Q and PON1L55M genotypes in mothers (PON1R192Q: N=531; PON1L55M: N=458) and children (PON1R192Q: N=532; PON1L55M: N=478) from blood DNA were determined. We assessed ADHD-LP for children between the ages of 6 and 13 using Conners' Parent Rating Scales-Revised (CRS-R), Conners' Continuous Performance Test (CPT), and the parent scores for Behavior Assessment System for Children-2 (BASC2). Multivariable linear regression models were used to test relationships between ADHD-LP and PON1 polymorphisms. In these models, significant associations were observed with maternal genotypes but not with the child genotypes. A higher DSM IV Hyperactivity/Impulsivity score (β=3.27 points; 95% CI (0.89, 5.65)) and a 2.17 higher score in child DSM IV Total (95% CI (0.05, 4.29)) were observed for maternal PON155MM in comparison to PON155LM+LL. The childattention problems score was 2.27 points higher (95% CI (0.002, 4.53) for maternal PON1192QQ in comparison to PON1192QR+RR. Because maternal PON1 polymorphisms were associated with child ADHD-LP, this may be a viable biomarker of susceptibility for ADHD-LP.
Collapse
Affiliation(s)
- Gamola Z Fortenberry
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - John D Meeker
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA.
| | - Brisa N Sánchez
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI USA
| | - David Bellinger
- Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
| | - Karen Peterson
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Lourdes Schnaas
- Division of Research on Public Health, National Institute of Perinatology, Mexico City, México
| | - Maritsa Solano-González
- Center for Evaluation Research and Surveys, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| | - Adrienne S Ettinger
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA; Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA; Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | | | - Howard Hu
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Martha Maria Tellez-Rojo
- Division of Statistics, Center for Surveys and Evaluation Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| |
Collapse
|
78
|
Braun JM, Wright RJ, Just AC, Power MC, Tamayo y Ortiz M, Schnaas L, Hu H, Wright RO, Tellez-Rojo MM. Relationships between lead biomarkers and diurnal salivary cortisol indices in pregnant women from Mexico City: a cross-sectional study. Environ Health 2014; 13:50. [PMID: 24916609 PMCID: PMC4068833 DOI: 10.1186/1476-069x-13-50] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Accepted: 05/27/2014] [Indexed: 05/03/2023]
Abstract
BACKGROUND Lead (Pb) exposure during pregnancy may increase the risk of adverse maternal, infant, or childhood health outcomes by interfering with hypothalamic-pituitary-adrenal-axis function. We examined relationships between maternal blood or bone Pb concentrations and features of diurnal cortisol profiles in 936 pregnant women from Mexico City. METHODS From 2007-11 we recruited women from hospitals/clinics affiliated with the Mexican Social Security System. Pb was measured in blood (BPb) during the second trimester and in mothers' tibia and patella 1-month postpartum. We characterized maternal HPA-axis function using 10 timed salivary cortisol measurements collected over 2-days (mean: 19.7, range: 14-35 weeks gestation). We used linear mixed models to examine the relationship between Pb biomarkers and cortisol area under the curve (AUC), awakening response (CAR), and diurnal slope. RESULTS After adjustment for confounders, women in the highest quintile of BPb concentrations had a reduced CAR (Ratio: -13%; Confidence Interval [CI]: -24, 1, p-value for trend < 0.05) compared to women in the lowest quintile. Tibia/patella Pb concentrations were not associated with CAR, but diurnal cortisol slopes were suggestively flatter among women in the highest patella Pb quantile compared to women in the lowest quantile (Ratio: 14%; CI: -2, 33). BPb and bone Pb concentrations were not associated with cortisol AUC. CONCLUSIONS Concurrent blood Pb levels were associated with cortisol awakening response in these pregnant women and this might explain adverse health outcomes associated with Pb. Further research is needed to confirm these results and determine if other environmental chemicals disrupt hypothalamic-pituitary-adrenal-axis function during pregnancy.
Collapse
Affiliation(s)
- Joseph M Braun
- Department of Epidemiology, Brown University, 121 S. Main St, Providence, RI 02912, USA
| | - Rosalind J Wright
- Pediatrics Kravis Children’s Hospital, Departments of Pediatrics and Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York City, New York
- The Mindich Child Health & Development Institute, Icahn School of Medicine at Mount Sinai, New York City, New York
| | - Allan C Just
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Melinda C Power
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Marcela Tamayo y Ortiz
- Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Lourdes Schnaas
- Center for Evaluation Research and Surveys, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| | - Howard Hu
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Robert O Wright
- Pediatrics Kravis Children’s Hospital, Departments of Pediatrics and Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York City, New York
- The Mindich Child Health & Development Institute, Icahn School of Medicine at Mount Sinai, New York City, New York
| | | |
Collapse
|
79
|
Determining prenatal, early childhood and cumulative long-term lead exposure using micro-spatial deciduous dentine levels. PLoS One 2014; 9:e97805. [PMID: 24841926 PMCID: PMC4026445 DOI: 10.1371/journal.pone.0097805] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Accepted: 04/23/2014] [Indexed: 01/27/2023] Open
Abstract
The aim of this study was to assess the validity of micro-spatial dentine lead (Pb) levels as a biomarker for accurately estimating exposure timing over the prenatal and early childhood periods and long-term cumulative exposure to Pb. In a prospective pregnancy cohort sub-sample of 85 subjects, we compared dentine Pb levels measured using laser ablation-inductively coupled plasma mass spectrometry with Pb concentrations in maternal blood collected in the second and third trimesters, maternal bone, umbilical cord blood, and childhood serial blood samples collected from the ages of 3 months to ≥6 years. We found that Pb levels (as 208Pb:43Ca) in dentine formed at birth were significantly associated with cord blood Pb (Spearman ρ = 0.69; n = 27; p<0.0001). The association of prenatal dentine Pb with maternal patella Pb (Spearman ρ = 0.48; n = 59; p<0.0001) was stronger than that observed for tibia Pb levels (Spearman ρ = 0.35; n = 41; p<0.03). When assessing postnatal exposure, we found that Pb levels in dentine formed at 3 months were significantly associated with Pb concentrations in children's blood collected concurrently (Spearman ρ = 0.64; n = 55; p<0.0001). We also found that mean Pb concentrations in secondary dentine (that is formed from root completion to tooth shedding) correlated positively with cumulative blood lead index (Spearman ρ = 0.38; n = 75; p<0.0007). Overall, our results support that micro-spatial measurements of Pb in dentine can be reliably used to reconstruct Pb exposure timing over the prenatal and early childhood periods, and secondary dentine holds the potential to estimate long-term exposure up to the time the tooth is shed.
Collapse
|
80
|
Martins E, Varea A, Apezteguía M, González HF, Girardelli A, Caro LS, Lobisuto M, Delgado G, Disalvo L. Prenatal lead exposure and relationship with maternal exposure determinants in a public maternity hospital of La Plata, Argentina. THE SCIENCE OF THE TOTAL ENVIRONMENT 2014; 473-474:43-47. [PMID: 24361446 DOI: 10.1016/j.scitotenv.2013.11.128] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Revised: 11/25/2013] [Accepted: 11/26/2013] [Indexed: 06/03/2023]
Abstract
Prenatal lead exposure is a health hazard that may cause cognitive development impairments and other adverse effects in children. We conducted a cross sectional study analyzing cord blood lead levels (CBLL) of newborns and their relationship with maternal determinants of lead exposure. Mothers answered a questionnaire about socio-demographic, lifestyle habits and environmental characteristics. We used Mann-Whitney's test to compare CBLL geometrical means (GM) corresponding to the presence or absence of each lead exposure determinant, and Chi square test to study the relationship between CBLL and maternal lead exposure determinants. A total of 159 newborns participated in the study. CBLL GM was 2.1 μg/dL; and 25% of the participants had a measurable CBLL (LOQ=3.3 μg/dl). Although the participants had several determinants of lead exposure, we only found a significant relationship with inside household determinants, such as presence of lead piping (p=0.026), unplastered walls (p=0.046) and peeling paint (p=0.048). Our results show that CBLL GM was similar to that reported in several studies conducted around the world. However, 25% of the participants might have some degree of risk for lead poisoning.
Collapse
Affiliation(s)
- Enrique Martins
- Instituto de Desarrollo e Investigaciones Pediátricas (IDIP) "Prof. Dr. Fernando E. Viteri", Hospital de Niños de La Plata (Ministerio de Salud/CIC-PBA), La Plata, Argentina.
| | - Ana Varea
- Instituto de Desarrollo e Investigaciones Pediátricas (IDIP) "Prof. Dr. Fernando E. Viteri", Hospital de Niños de La Plata (Ministerio de Salud/CIC-PBA), La Plata, Argentina
| | - María Apezteguía
- Instituto de Desarrollo e Investigaciones Pediátricas (IDIP) "Prof. Dr. Fernando E. Viteri", Hospital de Niños de La Plata (Ministerio de Salud/CIC-PBA), La Plata, Argentina
| | - Horacio F González
- Instituto de Desarrollo e Investigaciones Pediátricas (IDIP) "Prof. Dr. Fernando E. Viteri", Hospital de Niños de La Plata (Ministerio de Salud/CIC-PBA), La Plata, Argentina
| | - Ana Girardelli
- Servicio de Toxicología, Hospital de Niños "Sor María Ludovica" de La Plata, Argentina
| | - Laura Sanchez Caro
- Servicio de Neonatología, Hospital Interzonal General de Agudos "Gral. San Martín" de La Plata, Argentina
| | - Mario Lobisuto
- Servicio de Ginecología y Obstetricia, Hospital Interzonal General de Agudos "Gral. San Martín" de La Plata, Argentina
| | - Griselda Delgado
- Servicio de Neonatología, Hospital Interzonal General de Agudos "Gral. San Martín" de La Plata, Argentina
| | - Liliana Disalvo
- Instituto de Desarrollo e Investigaciones Pediátricas (IDIP) "Prof. Dr. Fernando E. Viteri", Hospital de Niños de La Plata (Ministerio de Salud/CIC-PBA), La Plata, Argentina
| |
Collapse
|
81
|
Kazi TG, Shah F, Shaikh HR, Afridi HI, Shah A, Arain SS. Exposure of lead to mothers and their new born infants, residents of industrial and domestic areas of Pakistan. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2014; 21:3021-3030. [PMID: 24174313 DOI: 10.1007/s11356-013-2223-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2013] [Accepted: 10/07/2013] [Indexed: 06/02/2023]
Abstract
Prenatal and early-life exposure to lead (Pb) is hypothesized to have adverse effects on childhood health. The aim of this study was to evaluate the prenatal exposure to Pb and its adverse effects on mothers and their infants who are residents of industrial (exposed) and domestic areas (referents) in Karachi, Pakistan. The biological samples (scalp hair and blood) of mother-infants pairs were analyzed for Pb levels by atomic absorption spectrometry after microwave-assisted acid digestion method. The Pb levels in scalp hair and blood samples of exposed mothers were found in the range of 7.52-8.70 μg/g and 115-270 μg/L, respectively, which were significantly higher than those values obtained for referent mothers (p < 0.001). The Pb levels in the blood (umbilical cord) and hair of neonates of exposed mother that were found in the range of 83-178 μg/L and 4.95-7.23 μg/g, respectively, were significantly higher than the obtained values of referent neonates (p > 0.001). The correlation between maternal and cord blood of both groups was found in the range of 0.708-0.724 (p < 0.01). It was observed that there were higher Pb burdens in exposed mothers and their infants as compared to referent mothers-neonates.
Collapse
Affiliation(s)
- Tasneem G Kazi
- National Center of Excellence in Analytical Chemistry, University of Sindh, Jamshoro, 76080, Pakistan,
| | | | | | | | | | | |
Collapse
|
82
|
Ettinger AS, Roy A, Amarasiriwardena CJ, Smith D, Lupoli N, Mercado-García A, Lamadrid-Figueroa H, Tellez-Rojo MM, Hu H, Hernández-Avila M. Maternal blood, plasma, and breast milk lead: lactational transfer and contribution to infant exposure. ENVIRONMENTAL HEALTH PERSPECTIVES 2014; 122:87-92. [PMID: 24184948 PMCID: PMC3888576 DOI: 10.1289/ehp.1307187] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2013] [Accepted: 10/30/2013] [Indexed: 05/18/2023]
Abstract
BACKGROUND Human milk is a potential source of lead exposure. Yet lactational transfer of lead from maternal blood into breast milk and its contribution to infant lead burden remains poorly understood. OBJECTIVES We explored the dose-response relationships between maternal blood, plasma, and breast milk to better understand lactational transfer of lead from blood and plasma into milk and, ultimately, to the breastfeeding infant. METHODS We measured lead in 81 maternal blood, plasma, and breast milk samples at 1 month postpartum and in 60 infant blood samples at 3 months of age. Milk-to-plasma (M/P) lead ratios were calculated. Multivariate linear, piecewise, and generalized additive models were used to examine dose-response relationships between blood, plasma, and milk lead levels. RESULTS Maternal lead levels (mean±SD) were as follows: blood: 7.7±4.0 μg/dL; plasma: 0.1±0.1 μg/L; milk: 0.8±0.7 μg/L. The average M/P lead ratio was 7.7 (range, 0.6-39.8) with 97% of the ratios being >1. The dose-response relationship between plasma lead and M/P ratio was nonlinear (empirical distribution function=6.5, p=0.0006) with the M/P ratio decreasing by 16.6 and 0.6 per 0.1 μg/L of plasma lead, respectively, below and above 0.1 μg/L plasma lead. Infant blood lead level (3.4±2.2 μg/dL) increased by 1.8 μg/dL per 1 μg/L milk lead (p<0.0001, R2=0.3). CONCLUSIONS The M/P ratio for lead in humans is substantially higher than previously reported, and transfer of lead from plasma to milk may be higher at lower levels of plasma lead. Breast milk is an important determinant of lead burden among breastfeeding infants.
Collapse
Affiliation(s)
- Adrienne S Ettinger
- Department of Chronic Disease Epidemiology, School of Public Health, Yale University, New Haven, Connecticut, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
83
|
García-Esquinas E, Pérez-Gómez B, Fernández-Navarro P, Fernández MA, de Paz C, Pérez-Meixeira AM, Gil E, Iriso A, Sanz JC, Astray J, Cisneros M, de Santos A, Asensio Á, García-Sagredo JM, García JF, Vioque J, López-Abente G, Pollán M, González MJ, Martínez M, Aragonés N. Lead, mercury and cadmium in umbilical cord blood and its association with parental epidemiological variables and birth factors. BMC Public Health 2013; 13:841. [PMID: 24028648 PMCID: PMC3848449 DOI: 10.1186/1471-2458-13-841] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2013] [Accepted: 09/05/2013] [Indexed: 01/16/2023] Open
Abstract
Background In Spain, few studies have evaluated prenatal exposure to heavy metals. The objective of this study was to describe lead, mercury and cadmium concentrations in blood from a sample of newborn–mother-father trios, as well as to investigate the association between metals in cord blood and parental variables. We also explored the relationship between cord blood metal concentrations and child characteristics at birth. Methods Metal correlations among family members were assessed using Spearman Rank Correlation Coefficient. Linear regression was used to explore the association between parental variables and log-transformed cord blood lead and cord blood mercury concentrations. In the case of cadmium, tobit regression was used due to the existence of samples below the detection limit. The association between cord blood metal concentrations and child characteristics at birth was evaluated using linear regression. Results Geometric means for lead, mercury and cadmium were 14.09 μg/L, 6.72 μg/L and 0.27 μg/L in newborns; 19.80 μg/L, 3.90 μg/L and 0.53 μg/L in pregnant women; and 33.00 μg/L, 5.38 μg/L and 0.49 μg/L in men. Positive correlations were found between metal concentrations among members of the trio. Lead and cadmium concentrations were 15% and 22% higher in newborns from mothers who smoked during pregnancy, while mercury concentrations were 25% higher in newborns from mothers with greater fish intake. Cord-blood lead levels showed seasonal periodicity, with lower concentrations observed in winter. Cord blood cadmium concentrations over 0.29 μg/L were associated with lower 1-minute and 5-minute Apgar scores. Conclusions These results reinforce the need to establish biomonitoring programs in Spain, and provide support for tobacco smoke and fish consumption as important preventable sources of heavy metal exposure in newborns. Additionally, our findings support the hypothesis that cadmium exposure might be deleterious to fetal development.
Collapse
Affiliation(s)
- Esther García-Esquinas
- Environmental and Cancer Epidemiology Unit, National Centre for Epidemiology, Carlos III Institute of Health (Instituto de Salud Carlos III - ISCIII), Madrid, Spain.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
84
|
Fortenberry GZ, Meeker JD, Sánchez BN, Barr DB, Panuwet P, Bellinger D, Schnaas L, Solano-González M, Ettinger AS, Hernandez-Avila M, Hu H, Tellez-Rojo MM. Urinary 3,5,6-trichloro-2-pyridinol (TCPY) in pregnant women from Mexico City: distribution, temporal variability, and relationship with child attention and hyperactivity. Int J Hyg Environ Health 2013; 217:405-12. [PMID: 24001412 DOI: 10.1016/j.ijheh.2013.07.018] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2013] [Revised: 07/30/2013] [Accepted: 07/31/2013] [Indexed: 11/17/2022]
Abstract
Attention Deficit Hyperactivity Disorder (ADHD) is the most commonly diagnosed and studied cognitive and behavioral disorder in school-age children. The etiology of ADHD and ADHD-related behavior is unclear, but genetic and environmental factors, such as pesticides, have been hypothesized. The objective of this study was to investigate the relationship between in utero exposure to chlorpyrifos, chlorpyrifos-methyl, and/or 3,5,6-trichloro-2-pyridinol (TCPY) and ADHD in school-age Mexican children using TCPY as a biomarker of exposure. The temporal reliability of repeated maternal urinary TCPY concentrations across trimesters was also explored (N=21). To explore associations with ADHD-related outcomes in children, third trimester urinary TCPY concentrations in were measured in 187 mother-child pairs from a prospective birth cohort. Child neurodevelopment in children 6-11 years of age was assessed using Conners' Parental Rating Scales-Revised (CRS-R), Conners' Continuous Performance Test (CPT), and Behavior Assessment System for Children-2 (BASC-2). Multivariable linear regression models were used to test relationships for all children combined and also stratified by sex. Intraclass correlation coefficients (ICC) calculations were based on a random effects model. The ICC was 0.41 for uncorrected TCPY, and ranged from 0.29 to 0.32 for specific gravity-corrected TCPY. We did not observe any statistically significant associations between tertiles of maternal TCPY concentrations and ADHD-related outcomes in children. However, compared to the lowest tertile we found suggestive evidence for increased ADHD index in the highest TCPY tertile in boys (β=5.55 points; 95% CI (-0.19, 11.3); p=0.06) and increased attention problems for the middle tertile in girls (β=5.81 points; 95% CI (-0.75, 12.4); p=0.08). Considering the continued widespread agricultural and possible residential use of chlorpyrifos and chlorpyrifos-methyl in Mexico and the educational implications of cognitive and behavior deficits, these relationships deserve further study.
Collapse
Affiliation(s)
- Gamola Z Fortenberry
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - John D Meeker
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA.
| | - Brisa N Sánchez
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Dana Boyd Barr
- Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - Parinya Panuwet
- Department of Environmental Health, Emory University, Atlanta, GA, USA
| | - David Bellinger
- Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA
| | - Lourdes Schnaas
- Division of Research on Public Health, National Institute of Perinatology, Mexico City, Mexico
| | - Maritsa Solano-González
- Center for Evaluation Research and Surveys, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| | - Adrienne S Ettinger
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA; Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA; Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | | | - Howard Hu
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Martha Maria Tellez-Rojo
- Division of Statistics, Center for Surveys and Evaluation Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico
| |
Collapse
|
85
|
Abbas S, Khan K, Khan MP, Nagar GK, Tewari D, Maurya SK, Dubey J, Ansari NG, Bandyopadhyay S, Chattopadhyay N. Developmental Exposure to As, Cd, and Pb Mixture Diminishes Skeletal Growth and Causes Osteopenia at Maturity via Osteoblast and Chondrocyte Malfunctioning in Female Rats. Toxicol Sci 2013; 134:207-20. [DOI: 10.1093/toxsci/kft093] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
86
|
Alba A, Carleton L, Dinkel L, Ruppe R. Increased Lead Levels in Pregnancy Among Immigrant Women. J Midwifery Womens Health 2012; 57:509-14. [DOI: 10.1111/j.1542-2011.2012.00166.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
87
|
Chen HS, Tsai YC, Chen KK, Tseng YC, Hsu KJ. Detrimental effects of maternal lead exposure during pregnancy and lactation on molar development in the young rat. BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2012; 89:240-244. [PMID: 22617948 DOI: 10.1007/s00128-012-0683-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2011] [Accepted: 05/08/2012] [Indexed: 06/01/2023]
Abstract
The purpose of this animal study was to investigate the influence of maternal lead exposure during pregnancy and lactation on molar development in the offspring. Scanning electron microscopy revealed no significant differences in the molar morphology among the groups. However, in all the experimental groups, deep, wide cracks were found in the occlusal enamel. Further, the experimental groups had smaller molar diameters than the control group, lead exposure during lactation had a greater influence on the molar size in the offspring, and the groups with the higher dose of lead exposure during pregnancy and lactation had significantly smaller molar sizes than the groups that received the lower dose. The mesiodistal and buccolingual diameters of molars were measured as 3.10 ± 0.07 and 1.95 ± 0.04 mm for control group, 2.97 ± 0.08 and 1.94 ± 0.01 mm for lactation group of low dose, 2.96 ± 0.05 and 1.84 ± 0.02 mm for lactation group of high dose, 3.09 ± 0.06 and 1.94 ± 0.04 mm for pregnancy group of low dose, and 3.02 ± 0.06 and 1.85 ± 0.06 mm for pregnancy group of high dose, respectively.
Collapse
Affiliation(s)
- Hong-Sen Chen
- Department of Oral Hygiene, College of Dental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | | | | | | | | |
Collapse
|
88
|
Relationship between maternal sodium intake and blood lead concentration during pregnancy. Br J Nutr 2012; 109:853-8. [PMID: 22784671 DOI: 10.1017/s0007114512002760] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Pb is released from bone stores during pregnancy, which constitutes a period of increased bone resorption. A high Na intake has been found to be negatively associated with Ca and adversely associated with bone metabolism. It is possible that a high Na intake during pregnancy increases the blood Pb concentration; however, no previous study has reported on the relationship between Na intake and blood Pb concentration. We thus have investigated this relationship between Na intake and blood Pb concentrations, and examined whether this relationship differs with Ca intake in pregnant Korean women. Blood Pb concentrations were analysed in 1090 pregnant women at mid-pregnancy. Dietary intakes during mid-pregnancy were estimated by a 24 h recall method covering the use of dietary supplements. Blood Pb concentrations in whole-blood samples were analysed using graphite furnace atomic absorption spectrophotometry. Multiple regression analysis performed after adjustment for covariates revealed that maternal Na intake was positively associated with blood Pb concentration during pregnancy, but only when Ca intake was below the estimated average requirement for pregnant Korean women (P= 0·001). The findings of the present study suggest that blood Pb concentration during pregnancy could be minimised by dietary recommendations that include decreased Na and increased Ca intakes.
Collapse
|
89
|
Braun JM, Hoffman E, Schwartz J, Sanchez B, Schnaas L, Mercado-Garcia A, Solano-Gonzalez M, Bellinger DC, Lanphear BP, Hu H, Tellez-Rojo MM, Wright RO, Hernandez-Avila M. Assessing windows of susceptibility to lead-induced cognitive deficits in Mexican children. Neurotoxicology 2012; 33:1040-7. [PMID: 22579785 DOI: 10.1016/j.neuro.2012.04.022] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2011] [Revised: 04/15/2012] [Accepted: 04/30/2012] [Indexed: 11/19/2022]
Abstract
BACKGROUND The identification of susceptible periods to Pb-induced decrements in childhood cognitive abilities remains elusive. OBJECTIVE To draw inferences about windows of susceptibility using the pattern of associations between serial childhood blood lead (BPb) concentrations and children's cognitive abilities at 4 years of age among 1035 mother-child pairs enrolled in 4 prospective birth cohorts from Mexico City. METHODS Multiple longitudinally collected BPb measurements were obtained from children (1, 2, 3, and 4 years) between 1994 and 2007. Child cognitive abilities were assessed at 4 years using the general cognitive index (GCI) of the McCarthy Scales of Children's Abilities. We used multivariable linear regression to estimate the change in cognitive abilities at 4 years of age with a 10 μg/dL increase in childhood BPb concentrations adjusting for maternal IQ, education, marital status, child sex, breastfeeding duration, and cohort. RESULTS In separate models for each BPb measurement, 2 year BPb concentrations were most strongly associated with reduced GCI scores at 4 years after adjusting for confounders (β: -3.8; 95% confidence interval CI: -6.3, -1.4). Mutual adjustment for other BPb concentrations in a single model resulted in larger, but less precise estimate between 2 year BPb concentrations and GCI scores at 4 years of age (β: -7.1; 95% CI: -12, -2.0). The association between 2 year BPb and GCI was not heterogeneous (p=0.89), but some BPb and GCI associations varied in magnitude and direction across the cohorts. Additional adjustment for child hemoglobin, birth weight, gestational age, gestational BPb concentrations, or test examiner did not change the pattern of associations. CONCLUSIONS Higher BPb concentrations at 2 years of age were most predictive of decreased cognitive abilities among these Mexico City children; however, the observed pattern may be due to exposure, outcome, or cohort related factors. These results may help developing countries more efficiently implement childhood Pb prevention strategies.
Collapse
Affiliation(s)
- Joe M Braun
- Department of Environmental Health, Harvard School of Public Health, Boston, MA, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
90
|
Zhang A, Hu H, Sánchez BN, Ettinger AS, Park SK, Cantonwine D, Schnaas L, Wright RO, Lamadrid-Figueroa H, Tellez-Rojo MM. Association between prenatal lead exposure and blood pressure in children. ENVIRONMENTAL HEALTH PERSPECTIVES 2012; 120:445-50. [PMID: 21947582 PMCID: PMC3295346 DOI: 10.1289/ehp.1103736] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2011] [Accepted: 09/21/2011] [Indexed: 05/20/2023]
Abstract
BACKGROUND Lead exposure in adults is associated with hypertension. Altered prenatal nutrition is associated with subsequent risks of adult hypertension, but little is known about whether prenatal exposure to toxicants, such as lead, may also confer such risks. OBJECTIVES We investigated the relationship of prenatal lead exposure and blood pressure (BP) in 7- to 15-year-old boys and girls. METHODS We evaluated 457 mother-child pairs, originally recruited for an environmental birth cohort study between 1994 and 2003 in Mexico City, at a follow-up visit in 2008-2010. Prenatal lead exposure was assessed by measurement of maternal tibia and patella lead using in vivo K-shell X-ray fluorescence and cord blood lead using atomic absorption spectrometry. BP was measured by mercury sphygmomanometer with appropriate-size cuffs. RESULTS Adjusting for relevant covariates, maternal tibia lead was significantly associated with increases in systolic BP (SBP) and diastolic BP (DBP) in girls but not in boys (p-interaction with sex = 0.025 and 0.007 for SBP and DBP, respectively). Among girls, an interquartile range increase in tibia lead (13 μg/g) was associated with 2.11-mmHg [95% confidence interval (CI): 0.69, 3.52] and 1.60-mmHg (95% CI: 0.28, 2.91) increases in SBP and DBP, respectively. Neither patella nor cord lead was associated with child BP. CONCLUSIONS Maternal tibia lead, which reflects cumulative environmental lead exposure and a source of exposure to the fetus, is a predisposing factor to higher BP in girls but not boys. Sex-specific adaptive responses to lead toxicity during early-life development may explain these differences.
Collapse
Affiliation(s)
- Aimin Zhang
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, Michigan 48109-2029, USA.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
91
|
Afeiche M, Peterson KE, Sánchez BN, Cantonwine D, Lamadrid-Figueroa H, Schnaas L, Ettinger AS, Hernández-Avila M, Hu H, Téllez-Rojo MM. Prenatal lead exposure and weight of 0- to 5-year-old children in Mexico city. ENVIRONMENTAL HEALTH PERSPECTIVES 2011; 119:1436-41. [PMID: 21715242 PMCID: PMC3230436 DOI: 10.1289/ehp.1003184] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2010] [Accepted: 06/29/2011] [Indexed: 05/18/2023]
Abstract
BACKGROUND Cumulative prenatal lead exposure, as measured by maternal bone lead burden, has been associated with smaller weight of offspring at birth and 1 month of age, but no study has examined whether this effect persists into early childhood. OBJECTIVE We investigated the association of perinatal maternal bone lead, a biomarker of cumulative prenatal lead exposure, with children's attained weight over time from birth to 5 years of age. METHODS Children were weighed at birth and at several intervals up until 60 months. Maternal tibia and patella lead were measured at 1 month postpartum using in vivo K-shell X-ray fluorescence. We used varying coefficient models with random effects to assess the association of maternal bone lead with weight trajectories of 522 boys and 477 girls born between 1994 and 2005 in Mexico City. RESULTS After controlling for breast-feeding duration, maternal anthropometry, and sociodemographic characteristics, a 1-SD increase in maternal patella lead (micrograms per gram) was associated with a 130.9-g decrease in weight [95% confidence interval (CI), -227.4 to -34.4 g] among females and a 13.0-g nonsignificant increase in weight among males (95% CI, -73.7 to 99.9 g) at 5 years of age. These associations were similar after controlling for concurrent blood lead levels between birth and 5 years. CONCLUSIONS Maternal bone lead was associated with lower weight over time among female but not male children up to 5 years of age. Given that the association was evident for patellar but not tibial lead levels, and was limited to females, results need to be confirmed in other studies.
Collapse
Affiliation(s)
- Myriam Afeiche
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
92
|
Amaral JH, Rezende VB, Quintana SM, Gerlach RF, Barbosa F, Tanus-Santos JE. The relationship between blood and serum lead levels in peripartum women and their respective umbilical cords. Basic Clin Pharmacol Toxicol 2011; 107:971-5. [PMID: 20629654 DOI: 10.1111/j.1742-7843.2010.00616.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Foetal exposure to lead (Pb) during pregnancy is a major problem. However, no previous study has examined whether Pb concentrations in blood (Pb-B) and in serum (Pb-S) from pregnant women correlate with Pb-B and Pb-S in the foetuses. This hypothesis was tested in the present study. We measured Pb-B and Pb-S in 120 healthy pregnant women (more than 38 weeks of gestation) and their respective umbilical cord samples. The analyses were carried out with an inductively coupled plasma mass spectrometer. We found higher Pb-B levels in the women compared with their respective umbilical cord samples (1.736 ± 0.090 μg/dL and 1.194 ± 0.062 μg/dL, respectively; p < 0.05). In parallel, we found higher Pb-S levels in the women compared with their respective umbilical cord samples (0.042 ± 0.003 μg/dL and 0.032 ± 0.003 μg/dL, respectively; p < 0.05). However, similar %Pb-S/Pb-B ratios were found in the women compared with their respective umbilical cord samples (2.414 ± 0.210% and 2.740 ± 0.219%, respectively; p > 0.05). Interestingly, we found positive correlations between Pb-B in the umbilical cords and Pb-B in the respective pregnant women (rs = 0.5714; p < 0.0001), and between Pb-S in the umbilical cords and Pb-S in the respective pregnant women (rs = 0.3902; p < 0.0001) as well as between %Pb-B/Pb-S in the umbilical cords and %Pb-B/Pb-S in the respective pregnant women (rs = 0.3767; p < 0.0001). These results indicate that the assessment of Pb-B and Pb-S in pregnant women provides relevant indexes of foetal exposure to Pb. Moreover, the similar %Pb-S/Pb-B in pregnant women and in the umbilical cords shows that the foetuses are directly exposed to the rapidly exchangeable Pb fraction found in their mothers.
Collapse
Affiliation(s)
- Jefferson H Amaral
- Department of Pharmacology, Faculty of Medicine of Ribeirao Preto, University of Sao Paulo, Ribeirao Preto, Ribeirao Preto, SP, Brazil
| | | | | | | | | | | |
Collapse
|
93
|
Sánchez BN, Hu H, Litman HJ, Téllez-Rojo MM. Statistical methods to study timing of vulnerability with sparsely sampled data on environmental toxicants. ENVIRONMENTAL HEALTH PERSPECTIVES 2011; 119:409-415. [PMID: 21362588 DOI: 10.1289/ehp.1102453] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2010] [Accepted: 12/08/2010] [Indexed: 05/21/2023]
Abstract
BACKGROUND Identifying windows of vulnerability to environmental toxicants is an important area in children's health research. OBJECTIVE We compared and contrasted statistical approaches that may help identify windows of vulnerability by formally testing differences in exposure effects across time of exposure, incorporating continuous time metrics for timing of exposure, and efficiently incorporating incomplete cases. METHODS We considered four methods: 1) window-specific and simultaneously adjusted regression; 2) multiple informant models; 3) using features of individual exposure patterns to predict outcomes; and 4) models of population exposure patterns depending on the outcome. We illustrate them using a study of prenatal vulnerability to lead in relation to Bayley's Mental Development Index at 24 months of age (MDI24). RESULTS The estimated change in MDI24 score with a 1-loge-unit increase in blood lead during the first trimester was -2.74 [95% confidence interval (CI), -5.78 to 0.29] based on a window-specific regression. The corresponding change in MDI24 was -4.13 (95% CI, -7.54 to -0.72) based on a multiple informant model; estimated effects were similar across trimesters (p = 0.23). Results from method 3 suggested that blood lead levels in early pregnancy were significantly associated with reduced MDI24, but decreasing blood leads over the course of pregnancy were not. Method 4 results indicated that blood lead levels before 17 weeks of gestation were lower among children with MDI24 scores in the 90th versus the 10th percentile (p = 0.08). CONCLUSIONS Method 2 is preferred over method 1 because it enables formal testing of differences in effects across a priori-defined windows (e.g., trimesters of pregnancy). Methods 3 and 4 are preferred over method 2 when there is large variability in the timing of exposure assessments among participants. Methods 3 and 4 yielded smaller p-values for tests of the hypothesis that not only level but also timing of lead exposure are relevant predictors of MDI24; systematic power comparisons are warranted.
Collapse
Affiliation(s)
- Brisa Ney Sánchez
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, 48109, USA.
| | | | | | | |
Collapse
|
94
|
Sánchez BN, Hu H, Litman HJ, Téllez-Rojo MM. Statistical methods to study timing of vulnerability with sparsely sampled data on environmental toxicants. ENVIRONMENTAL HEALTH PERSPECTIVES 2011; 119:409-15. [PMID: 21362588 PMCID: PMC3060007 DOI: 10.1289/ehp.1002453] [Citation(s) in RCA: 165] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2010] [Accepted: 12/08/2010] [Indexed: 05/18/2023]
Abstract
BACKGROUND Identifying windows of vulnerability to environmental toxicants is an important area in children's health research. OBJECTIVE We compared and contrasted statistical approaches that may help identify windows of vulnerability by formally testing differences in exposure effects across time of exposure, incorporating continuous time metrics for timing of exposure, and efficiently incorporating incomplete cases. METHODS We considered four methods: 1) window-specific and simultaneously adjusted regression; 2) multiple informant models; 3) using features of individual exposure patterns to predict outcomes; and 4) models of population exposure patterns depending on the outcome. We illustrate them using a study of prenatal vulnerability to lead in relation to Bayley's Mental Development Index at 24 months of age (MDI24). RESULTS The estimated change in MDI24 score with a 1-loge-unit increase in blood lead during the first trimester was -2.74 [95% confidence interval (CI), -5.78 to 0.29] based on a window-specific regression. The corresponding change in MDI24 was -4.13 (95% CI, -7.54 to -0.72) based on a multiple informant model; estimated effects were similar across trimesters (p = 0.23). Results from method 3 suggested that blood lead levels in early pregnancy were significantly associated with reduced MDI24, but decreasing blood leads over the course of pregnancy were not. Method 4 results indicated that blood lead levels before 17 weeks of gestation were lower among children with MDI24 scores in the 90th versus the 10th percentile (p = 0.08). CONCLUSIONS Method 2 is preferred over method 1 because it enables formal testing of differences in effects across a priori-defined windows (e.g., trimesters of pregnancy). Methods 3 and 4 are preferred over method 2 when there is large variability in the timing of exposure assessments among participants. Methods 3 and 4 yielded smaller p-values for tests of the hypothesis that not only level but also timing of lead exposure are relevant predictors of MDI24; systematic power comparisons are warranted.
Collapse
Affiliation(s)
- Brisa Ney Sánchez
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, 48109, USA.
| | | | | | | |
Collapse
|
95
|
Lamadrid-Figueroa H, Téllez-Rojo MM, Angeles G, Hernández-Ávila M, Hu H. Bias correction by use of errors-in-variables regression models in studies with K-X-ray fluorescence bone lead measurements. ENVIRONMENTAL RESEARCH 2011; 111:17-20. [PMID: 21092947 PMCID: PMC3026095 DOI: 10.1016/j.envres.2010.10.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2010] [Revised: 10/21/2010] [Accepted: 10/30/2010] [Indexed: 05/23/2023]
Abstract
In-vivo measurement of bone lead by means of K-X-ray fluorescence (KXRF) is the preferred biological marker of chronic exposure to lead. Unfortunately, considerable measurement error associated with KXRF estimations can introduce bias in estimates of the effect of bone lead when this variable is included as the exposure in a regression model. Estimates of uncertainty reported by the KXRF instrument reflect the variance of the measurement error and, although they can be used to correct the measurement error bias, they are seldom used in epidemiological statistical analyzes. Errors-in-variables regression (EIV) allows for correction of bias caused by measurement error in predictor variables, based on the knowledge of the reliability of such variables. The authors propose a way to obtain reliability coefficients for bone lead measurements from uncertainty data reported by the KXRF instrument and compare, by the use of Monte Carlo simulations, results obtained using EIV regression models vs. those obtained by the standard procedures. Results of the simulations show that Ordinary Least Square (OLS) regression models provide severely biased estimates of effect, and that EIV provides nearly unbiased estimates. Although EIV effect estimates are more imprecise, their mean squared error is much smaller than that of OLS estimates. In conclusion, EIV is a better alternative than OLS to estimate the effect of bone lead when measured by KXRF.
Collapse
Affiliation(s)
- Héctor Lamadrid-Figueroa
- Division of Statistics, Center for Evaluation Research and Surveys, National Institute of Public Health, Av. Universidad 655, Cuernavaca, Morelos 62440, Mexico.
| | | | | | | | | |
Collapse
|
96
|
Vigeh M, Saito H, Sawada SI. Lead exposure in female workers who are pregnant or of childbearing age. INDUSTRIAL HEALTH 2010; 49:255-261. [PMID: 21173522 DOI: 10.2486/indhealth.ms1192] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
In adults, high-level lead exposure often occurs in the lead-related industries. Acute lead poisoning has become rare, but chronic exposure to low-level lead remains a public health issue. With recent advances in our understanding of lead toxicity at low-levels, researchers have shifted their focus to studying lead at concentrations below those currently recommended as 'acceptable' in worker protection. As gender plays an important role in the storage, biokinetics, and toxicity of lead, it seems inappropriate to extrapolate findings of lead exposure in men to women. Women's bones release lead more slowly to the bloodstream, so blood levels remain increased for a long time after cessation of high exposure, reflecting the endogenous source of the lead. Particularly in pregnant women, bone lead release could influence health in pregnancy and be extremely harmful to the rapidly growing and developing fetus. Accordingly, female workers of childbearing age should avoid excessive lead exposure. However, because studies of pregnant workers encounter many difficulties and inconveniences, sufficient research has not been conducted in this area. As an alternative, a group of non-occupationally exposed women, matched as well as possible for anthropometric and reproductive variables and with almost the same levels of blood lead, could be recruited for survey.
Collapse
Affiliation(s)
- Mohsen Vigeh
- National Institute of Occupational Safety and Health, 6-21-1 Nagao, Tama-ku, Kawasaki 214-8585, Japan.
| | | | | |
Collapse
|
97
|
Jackson LW, Cromer BA, Panneerselvamm A. Association between bone turnover, micronutrient intake, and blood lead levels in pre- and postmenopausal women, NHANES 1999-2002. ENVIRONMENTAL HEALTH PERSPECTIVES 2010; 118:1590-6. [PMID: 20688594 PMCID: PMC2974698 DOI: 10.1289/ehp.1002158] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2010] [Revised: 05/24/2010] [Accepted: 08/05/2010] [Indexed: 05/26/2023]
Abstract
BACKGROUND Blood lead levels (BLLs) have been shown to increase during periods of high bone turnover such as pregnancy and menopause. OBJECTIVES We examined the associations between bone turnover and micronutrient intake with BLLs in women 20-85 years of age (n = 2,671) participating in the National Health and Nutrition Examination Survey, 1999-2002. METHODS Serum bone-specific alkaline phosphatase (BAP) and urinary cross-linked N-telopeptides (NTx) were measured as markers of bone formation and resorption, respectively. Lead was quantified in whole blood. The association between tertiles of BAP and NTx, and BLLs was examined using linear regression with natural log transformed BLLs as the dependent variable and interpreted as the percent difference in geometric mean BLLs. RESULTS In adjusted analyses, mean BLLs among postmenopausal women in the upper tertiles of NTx and BAP were 34% [95% confidence interval (CI), 23%-45%] and 30% (95% CI, 17%-43%) higher than BLLs among women in the lowest tertiles of NTx and BAP, respectively. These associations were weaker, but remained statistically significant, among premenopausal women (NTx: 10%; 95% CI, 0.60%-19%; BAP: 14%; 95% CI, 6%-22%). Within tertiles of NTx and BAP, calcium intake above the Dietary Reference Intake (DRI), compared with below the DRI, was associated with lower mean BLLs among postmenopausal women but not premenopausal women, although most of the associations were not statistically significant. We observed similar associations for vitamin D supplement use. CONCLUSIONS Bone resorption and bone formation were associated with a significant increase in BLLs among pre- and postmenopausal women.
Collapse
Affiliation(s)
- Leila W Jackson
- Department of Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio 44106-4945, USA.
| | | | | |
Collapse
|
98
|
Rezende VB, Amaral JH, Quintana SM, Gerlach RF, Barbosa F, Tanus-Santos JE. Vitamin D receptor haplotypes affect lead levels during pregnancy. THE SCIENCE OF THE TOTAL ENVIRONMENT 2010; 408:4955-4960. [PMID: 20692022 DOI: 10.1016/j.scitotenv.2010.07.039] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2010] [Revised: 07/03/2010] [Accepted: 07/14/2010] [Indexed: 05/29/2023]
Abstract
Pregnant women are particularly susceptible to toxic effects associated with lead (Pb) exposure. Pb accumulates in bone tissue and is rapidly mobilized from bones during pregnancy, thus resulting in fetal contamination. While vitamin D receptor (VDR) polymorphisms modify bone mineralization and affect Pb biomarkers including blood (Pb-B) and serum (Pb-S) Pb concentrations, and %Pb-S/Pb-B ratio, the effects of these polymorphisms on Pb levels in pregnant women are unknown. This study aimed at examining the effects of three (FokI, BsmI and ApaI) VDR polymorphisms (and VDR haplotypes) on Pb levels in pregnant women. Pb-B and Pb-S were determined by inductively coupled plasma mass spectrometry in samples from 256 healthy pregnant women and their respective umbilical cords. Genotypes for the VDR polymorphisms were determined by PCR and restriction fragment length digestion. While the three VDR polymorphisms had no significant effects on Pb-B, Pb-S or %Pb-S/Pb-B ratio, the haplotype combining the f, a, and b alleles for the FokI, ApaI and BsmI polymorphisms, respectively, was associated with significantly lower Pb-S and %Pb-S/Pb-B (P<0.05). However, maternal VDR haplotypes had no effects on Pb levels in the umbilical cords. To our knowledge, this is the first study showing that a combination of genetic polymorphisms (haplotype) commonly found in the VDR gene affects Pb-S and %Pb-S/Pb-B ratios in pregnant women. These findings may have major implications for Pb toxicity because they may help to predict the existence of a group of subjects that is genetically less prone to Pb toxicity during pregnancy.
Collapse
Affiliation(s)
- Vania B Rezende
- Department of Pharmacology, Faculty of Medical Sciences, State University of Campinas, 13081-970, Campinas, SP, Brazil
| | | | | | | | | | | |
Collapse
|
99
|
Wu WT, Liou SH, Lin KJ, Liu TE, Liu SH, Chen CY, Sung FC, Wu TN. Changing blood lead levels and DNA damage (comet assay) among immigrant women in Taiwan. THE SCIENCE OF THE TOTAL ENVIRONMENT 2009; 407:5931-5936. [PMID: 19747714 DOI: 10.1016/j.scitotenv.2009.07.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2009] [Revised: 07/03/2009] [Accepted: 07/08/2009] [Indexed: 05/28/2023]
Abstract
BACKGROUND International marriage has had a rapid growth in recent years in Taiwan. However, little is known about the blood lead levels and DNA damage levels among immigrant women from resource-limited countries. OBJECTIVE This study (a) explored differences between immigrant women and native women in demographic characteristics, blood lead levels, and DNA damage levels, and (b) identified risk factors that are associated with blood lead concentrations and DNA damage levels after immigration. METHODS We used a structured questionnaire to collect data on socio-demographic status from (a) 71 immigrant women who had resettled in 2006 in Taichung, Taiwan and (b) 83 native women who live in the same area. Each study participant provided blood samples for lead and metal measurements, complete blood count examination, and the comet assay to measure degree of DNA damage. RESULTS Immigrant women had higher mean blood lead concentration (2.23+/-1.63 vs. 1.63+/-1.00 microg/dl; p=0.04) and lower mean blood zinc level (6.22+/-2.22 vs. 6.89+/-2.44 mg/l; p=0.07) than native women. Resettlement time was a determinant to decrease blood lead and DNA damage levels among immigrants in Taiwan. Multiple linear regression analysis confirmed a statistically significant association between blood lead level and DNA damage, while zinc had a protective effect. CONCLUSIONS Public health agencies should focus on primary prevention and providing screening programs for this vulnerable population. An immigrant women's cohort should been established to follow-up and improve for elevated lead exposure families.
Collapse
Affiliation(s)
- Wei-Te Wu
- Institute of Environmental and Occupational Health Sciences, National Yang Ming University, Taipei, Taiwan
| | | | | | | | | | | | | | | |
Collapse
|
100
|
Sánchez BN, Budtz-Jørgensen E, Ryan LM. An estimating equations approach to fitting latent exposure models with longitudinal health outcomes. Ann Appl Stat 2009. [DOI: 10.1214/08-aoas226] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|