Skip to main content

Advertisement

Log in

Does the metal content in soil around a pregnant woman’s home increase the risk of low birth weight for her infant?

  • Short Communication
  • Published:
Environmental Geochemistry and Health Aims and scope Submit manuscript

Abstract

Low birth weight (LBW) is associated with a number of maternal environmental exposures during pregnancy. This study explored the association between soil metal concentrations around the home where the mother lived during pregnancy and the outcome of LBW. We used a retrospective cohort of 9,920 mother–child pairs who were insured by Medicaid during pregnancy and lived in ten residential areas, where we conducted soil sampling. We used a grid that overlaid the residential areas and collected soil samples at the grid intersections. The soil was analyzed for the concentration of eight metals [arsenic (As), barium (Ba), chromium (Cr), copper (Cu), lead (Pb), manganese (Mn), nickel (Ni), and mercury (Hg)], and we then used Bayesian Kriging to estimate the concentration at the actual maternal addresses, since we had the GIS coordinates of the homes. We used generalized additive modeling, because the metal concentrations had nonlinear associations with LBW, to develop the best fitting multivariable model for estimating the risk of LBW. The final model showed significant associations for female infants, maternal smoking during pregnancy, non-white mothers, Cu, and As with LBW. The As variable was nonlinear in relation to LBW, and the association between higher concentrations of As with LBW was strong (p = 0.002). We identified a statistically significant association between soil concentrations of arsenic around the home of pregnant women and an increased risk of LBW for her infant.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

References

  • Aelion, C. M., Davis, H. T., McDermott, S., & Lawson, A. B. (2008). Metal concentrations in rural topsoil in South Carolina: Potential for human health impact. Science of the Total Environment. doi:10.1016/j.scitotenv.2008.04.043.

  • Aelion, C. M., Davis, H. T., McDermott, S., & Lawson, A. B. (2009a). Soil metal concentrations and toxicity: Associations with distances to industrial facilities and implications for human health. Science of the Total Environment. doi:10.1016/j.scitotenv.2008.11.033.

  • Aelion, C. M., Davis, H. T., Liu, Y. S., Lawson, A. B., & McDermott, S. (2009b). Validation of Bayesian Kriging of arsenic, chromium, lead, and mercury surface soil concentrations based on internode sampling. Environmental Science and Technology, 43, 4432–4438.

    Article  CAS  Google Scholar 

  • Ahmad, S. A., Sayed, S. U., Barua, S., et al. (2001). Arsenic in drinking water and pregnancy outcomes. Environmental Health Perspectives, 109, 629–631.

    Article  CAS  Google Scholar 

  • Bernstein, I. M., Horbar, J. D., Badger, G. J., et al. (2000). Morbidity and mortality among very-low-birth-weight neonates with intrauterine growth restriction. The Vermont Oxford Network. American Journal of Obstetrics and Gynecology, 182(1 pt 1), 198–206.

    Article  CAS  Google Scholar 

  • Blaisdell, R., Collins, J. F., Dodge, D. E., Harris, G., & Marty, M. A. (2003). The air toxics hot spots program guidance manual for preparation of health risk, 5–14; oehha.ca.gov/air/hot_spots/pdf.

  • Calderón, J., Navarro, M. E., Jimenez-Capdeville, M. E., Santos-Diaz, M. A., Golden, A., Rodriguez-Leyva, I., et al. (2001). Exposure to arsenic and lead and neuropsychological development in Mexican children. Environmental Research, 85, 69–76.

    Article  Google Scholar 

  • Carrizales, L., Razo, I., Tellez-Hernandez, J. I., et al. (2006). Exposure to arsenic and lead in children living near a copper-smelter in San Luis Potosi, Mexico: Importance of soil concentration for exposure of children. Environmental Research, 101(1), 1–10.

    Article  CAS  Google Scholar 

  • Cressie, N. (1993). Regional mapping of incidence rates using spatial Bayesian models. Medical Care, 331, 60–65.

    Google Scholar 

  • Cunningham, F. G., Leveno, K. J., Bloom, S. L., Hauth, J. C., Rouse, D. J., & Spong C. Y. (2010). Chapter 36. Preterm Birth. In F. G. Cunningham, K. J. Leveno, S. L. Bloom, J. C. Hauth, D. J. Rouse & C. Y. Spong (Eds.), Williams obstetrics, 23e. Retrieved April 2, 2012 from http://www.accessmedicine.com/content.aspx?aID=6035539.

  • Davidson, P. W., Myers, G. W., Weiss, B., Shamlaye, C. F., & Cox, C. (2006). Prenatal methyl mercury exposure from fish consumption and child development: A review of evidence and perspectives from the Seychelles Child Development Study. Neurotoxicology, 27, 1106–1109.

    Article  CAS  Google Scholar 

  • Davis, H. T., Aelion, C. M., McDermott, S., & Lawson, A. B. (2009). Identifying natural and anthropogenic sources of metals in urban and rural soils using GIS-based data, PCA, and spatial interpolation. Environmental Pollution. doi:10.1016/j.envpol.2009.03.021.

  • Diggle, P. J., & Ribeiro, P. J., Jr. (2007). Model-based geostatistics. New York: Springer.

    Google Scholar 

  • Diggle, P. J., Tawn, J. A., & Moyeed, R. A. (1998). Model-based geostatistics. Applied Statistics, 47, 299–350.

    Google Scholar 

  • Doctor, B. A., O’Riordan, M. A., Kirchner, H. L., et al. (2001). Perinatal correlates and neonatal outcomes of small for gestational age infants born at term gestation. American Journal of Obstetrics and Gynecology, 185(3), 652–659.

    Article  CAS  Google Scholar 

  • Factor-Litvak, P., Wasserman, G., Kline, J. K., & Graziano, J. (1999). The Yugoslavia prospective study of environmental lead exposure. Environmental Health Perspectives, 107, 9–15.

    Article  CAS  Google Scholar 

  • Hastie, T. J., & Tibshirani, R. J. (1990). Generalized additive models. Boca Raton: Chapman & Hall/CRC.

    Google Scholar 

  • Hinwood, A. L., Sim, M. R., Jolley, D., et al. (2004). Exposure to inorganic arsenic in soil increases urinary inorganic arsenic concentrations of residents living in old mining areas. Environmental Geochemistry and Health, 26(1), 27–36.

    Article  CAS  Google Scholar 

  • Hopenhayn, C., Ferreccio, C., Browning, S. R., et al. (2003). Arsenic exposure from drinking water and birth weight. Epidemiology, 14(5), 593–602.

    Article  Google Scholar 

  • Hwang, Y., Bornschein, R., Grote, J., Menrath, W., & Roda, S. (1997). Urinary arsenic excretion as a biomarker of arsenic exposure in children. Archives of Environmental Health, 52(2), 139–147.

    Article  CAS  Google Scholar 

  • Kim, Ji.-in., Lawson, A. B., McDermott, S., & Aelion, C. M. (2009). Variable selection for spatial random field predictors under a Bayesian mixed hierarchical spatial model. Spatial and Spatio-Temporal Epidemiology,. doi:10.1016/j.sste.2009.07.003.

    Google Scholar 

  • Lin, S., Hwang, S. A., Marshall E. G., & Marion D. (1998). Does paternal occupational lead exposure increase the risk of low birth weight or prematurity? American Journal of Epidemiology, 148(2), 173–181.

  • Liu, Y., McDermott, S., Lawson, A. B., & Aelion, C. M. (2010). Analysis of soil concentrations of arsenic, mercury and lead and child outcomes of mental retardation and developmental delay. International Journal of Hygiene and Environmental Health, 213(2), 116–123.

    Article  CAS  Google Scholar 

  • McDermott, S., Wu, J., Cai, B., Lawson, A. B., & Aelion, C. M. (2011). Probability of intellectual disability is associated with soil concentrations of arsenic and lead. Chemosphere,. doi:10.1016/j.chemosphere.2011.02.088.

    Google Scholar 

  • Mejía, J. J., Díaz-Barriga, F., Calderón, J., Rios, C., & Jiménez-Capdeville, M. E. (1997). Effects of lead–arsenic combined exposure on central monoaminergic systems. Neurotoxicology and Teratology, 19, 489–497.

    Article  Google Scholar 

  • Mielke, H. W., Gonzales, C. R., Powell, E., Jartun, M., & Mielke, P. W., Jr. (2007). Nonlinear association between soil lead and blood lead of children in metropolitan New Orleans, Louisiana: 2000–2005. Science of the Total Environment, 388, 43–53.

    Article  CAS  Google Scholar 

  • Odland, J. O., Nieboer, E., Romanova, N., Thomassen, Y., & Lund, E. (1999). Blood lead and cadmium and birth weight among sub-arctic and arctic populations of Norway and Russia. Acta Obstetricia et Gynecologica Scandinavica, 78, 852–860.

    Article  CAS  Google Scholar 

  • Rahman, A., Vahter, M., Smith, A. H., et al. (2009). Arsenic exposure during pregnancy and size at birth: A prospective cohort study in Bangladesh. American Journal of Epidemiology,. doi:10.1093/aje/kwn332.

    Google Scholar 

  • Ribeiro, P. J. Jr., & Diggle, P. J. (2001). GeoR: A package for geostatistical analysis. R-News, 1, 15–18. http://www.r-project.org/doc/Rnews/Rnews_2001-2.pdf.

  • Shirai, S., Suzuki, Y., Yoshinaga, J., & Mizumoto, Y. (2010). Maternal exposure to low-level heavy metals during pregnancy and birth size. Journal of Environmental Science and Health Part A,. doi:10.1080/10934529.2010.500942.

    Google Scholar 

  • Thornton, I., Davies, D., Watt, J., & Quinn, M. (1990). Lead exposure in young children from dust and soil in the United Kingdom. Environmental Health Perspectives, 89, 55–60.

    Article  CAS  Google Scholar 

  • Tong, S., Baghurst, P. A., Sawyer, M. G., Burns, J., & McMichael, A. J. (1998). Declining blood lead levels and changes in cognitive function during childhood: The Port Pirie Cohort Study. JAMA, 280, 1915–1919.

    Article  CAS  Google Scholar 

  • Uriu-Adams, J. Y., Scherr, R. E., Lanoue, L., & Keen, C. L. (2010). Influence of copper on early development: Prenatal and postnatal considerations. BioFactors,. doi:10.1002/biof.85.

    Google Scholar 

  • Vahter, M. (2009). Effects of arsenic on maternal and fetal health. Annual Review of Nutrition. doi:10.1146/annurev-nutr-080508-141102.

  • Wasserman, G. A., Graziano, J. H., Factor-Litvak, P., et al. (1994). Consequences of lead exposure and iron supplementation on childhood development at age 4 years. Neurotoxicology and Teratology, 16, 233–240.

    Article  CAS  Google Scholar 

  • Wood, S. N. (2006). Generalized additive model: An introduction. Boca Raton: Chapman & Hall/CRC.

    Google Scholar 

  • Yang, C. Y., Chang, C. C., Tsai, S. S., Chuang, H. Y., Ho, C. K., & Wu, T. N. (2003). Arsenic in drinking water and adverse pregnancy outcome in an arseniasis-endemic area in northeastern Taiwan. Environmental Research, 91, 29–34.

    Article  Google Scholar 

  • Zahran, S., Laidlaw, M. A., McElmurry, S. P., Filippelli, G. M., & Taylor, M. (2013). Linking source and effect: Resuspended soil lead, air lead, and children’s blood lead levels in Detroit, Michigan. Environmental Science & Technology. doi:10.1021/es303854c.

  • Zahran, S., Mielke, H. W., Weiler, S., & Gonzales, C. R. (2011). Nonlinear association between blood lead in children, age of child, and quantity of soil lead in metropolitan New Orleans. Science of the Total Environment,. doi:10.1016/j.scitotenv.2010.11.036.

    Google Scholar 

  • Zhen, H., Lawson, A., McDermott, S., & Aelion, C. M. (2008). Spatial analysis of mental retardation and residence during pregnancy. Geospatial Health, 2(2), 173–182.

    Article  Google Scholar 

  • Zota, A. R., Schaider, L. A., Ettinger, A. S., Wright, R. O., Shine, J. P., & Spengler, J. D. (2011). Metal sources and exposures in the homes of young children living near a mining-impacted Superfund site. Journal of Exposure Science and Environmental Epidemiology,. doi:10.1038/jes.2011.21.

    Google Scholar 

Download references

Acknowledgments

Funding for this research was provided by the National Institutes of Health, National Institute of Environmental Health Sciences, Grant No. R01 ES012895-01A1. This project was approved by the University of South Carolina Institutional Review Board, with exempt status, in accordance with 45 CFR 46.101 b (4).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Suzanne McDermott.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

McDermott, S., Bao, W., Aelion, C.M. et al. Does the metal content in soil around a pregnant woman’s home increase the risk of low birth weight for her infant?. Environ Geochem Health 36, 1191–1197 (2014). https://doi.org/10.1007/s10653-014-9617-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10653-014-9617-4

Keywords

Navigation