Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2019 Oct;3(5):e068.
doi: 10.1097/EE9.0000000000000068.

Prenatal exposure to metal mixture and sex-specific birth outcomes in the New Hampshire Birth Cohort Study

Affiliations

Prenatal exposure to metal mixture and sex-specific birth outcomes in the New Hampshire Birth Cohort Study

Antonio J Signes-Pastor et al. Environ Epidemiol. 2019 Oct.

Abstract

Background: In utero exposure to individual metals may impact fetal growth, though little is known about the effects of exposure to metal mixtures. Therefore, we investigated joint effects of in utero exposure to a mixture of As (arsenic), Mn (manganese), and Pb (lead) on newborn outcomes in a United States population.

Methods: Concentrations of As, Mn, and Pb were determined in maternal postpartum toenail samples, a biomarker of in utero exposure, from 989 maternal-infant pairs (492 females and 497 males). Newborns' anthropometric characteristics, including head circumference, length, and weight, were obtained from medical records. The joint effects of the three metals were modeled using Bayesian kernel machine regression and linear regression. Both sex-combined and sex-stratified statistical analyses were performed.

Results: We observed an inverted-U-shape association between maternal toenail Mn concentrations and newborn head circumference, particularly among female infants. Concentrations of Pb were related to reduced head circumference, weight, and length, especially among females at lower concentrations of the other metals. Overall, toenail As concentrations were related to reduced head circumference, especially among males, and an increase in birth length and weight among females. We found little evidence of As interactions with other metals within the mixture.

Conclusions: Our findings suggest that in utero metal mixture exposures may influence birth outcomes, and that such relations may differ by infant sex.

Keywords: arsenic; in utero exposure; lead; manganese; metal mixture; newborns’ size; sex.

PubMed Disclaimer

Conflict of interest statement

The authors declare that they have no conflicts of interest with regard to the content of this report.

Figures

Figure 1.
Figure 1.
BKMR dose-response functions and interactions within the metal mixture stratified by sex. Models adjusted for maternal age of enrollment (years, continuous), smoked cigarette during pregnancy (yes vs. no), maternal highest attained level of education (less than 11th grade or high school graduate or equivalent, junior college graduate or some college or technical school, college graduate, and any post-graduate schooling), and maternal BMI (kg/m2, continuous). A, Single pollutant association (estimates and 95% credible intervals, gray dashed line at the null). This plot compares infants’ size at birth when a single pollutant is at 75th versus 25th percentile, when all the other exposures are fixed at either the 25th, 50th, or 75th percentile. B, Univariate exposure-response functions and 95% confidence bands for each metal with the other pollutants fixed at the median.

References

    1. Kordas K, Roy A, Vahter M, et al. . Multiple-metal exposure, diet, and oxidative stress in uruguayan school children. Environ Res 2018166507–515 - PMC - PubMed
    1. Valeri L, Mazumdar MM, Bobb JF, et al. . The joint effect of prenatal exposure to metal mixtures on neurodevelopmental outcomes at 20-40 months of age: evidence from rural bangladesh. Environ Health Perspect 2017125067015. - PMC - PubMed
    1. Claus Henn B, Schnaas L, Ettinger AS, et al. . Associations of early childhood manganese and lead coexposure with neurodevelopment. Environ Health Perspect 2012120126–131 - PMC - PubMed
    1. Davis MA, Li Z, Gilbert-Diamond D, et al. . Infant toenails as a biomarker of in utero arsenic exposure. J Expo Sci Environ Epidemiol 201424467–473 - PMC - PubMed
    1. Gluckman PD, Hanson MA, Cooper C, et al. . Effect of in utero and early-life conditions on adult health and disease. N Engl J Med 200835961–73 - PMC - PubMed