Skip to main content

Advertisement

Log in

Contents of heavy metals in arable soils and birth defect risks in Shanxi, China: a small area level geographic study

  • Research Brief
  • Published:
Population and Environment Aims and scope Submit manuscript

Abstract

The burgeoning demands of China’s urbanization and industrial development put pressure on the resources of the entire country and have direct and indirect effects on the health of individuals, at times in areas far removed from cities themselves. Current evidence suggests that heavy metal pollution in soil, a common by-product of coal mining and other industrial activities, may be linked to risk of birth defects. We examine this hypothesis using small area level data including soil samples and detailed birth records from 2002 to 2004 from 97 villages in Shanxi province, a heavy coal-mining region. We find that soils containing arsenic, lead, and nickel are significantly correlated with the incidence of birth defects. In particular, we find a strong positive dose-dependent association of birth defects with lead, a moderate positive effect with arsenic, and a dose-dependent negative association with nickel. These results are consistent with the postulated link between arsenic and lead and human birth defects, but raise questions about the effects of nickel in this context. China’s rapid urbanization underscores the need for closer attention to the relationship between the health and the environment.

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.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Bates, M. N., Smith, A. H., & Cantor, P. K. (1995). Case-control study of bladder cancer and arsenic in drinking water. American Journal of Epidemiology, 141(6), 523–530.

    Google Scholar 

  • Bates, M. N., Smith, A. H., & Hopenhayn-Rich, C. (1992). Arsenic ingestion and internal cancers: A review. American Journal of Epidemiology, 135(5), 462–476.

    Google Scholar 

  • Besag, J., & Newell, J. (1991). The detection of clusters in rare diseases. Journal of the Royal Statistical Society. Series A (Statistics in Society), 154(1), 143–155.

    Article  Google Scholar 

  • Caldwell, B. K., Caldwell, J. C., Mitra, S. N., & Smith, W. (2003). Searching for an optimum solution to the Bangladesh arsenic crisis. Social Science and Medicine, 56, 2089–2096.

    Article  Google Scholar 

  • Chen, Y., & Zhang, K. (2005). The research development of the relation between birth defects and environment. Studies of Trace Elements and Health, 22(1), 52–54.

    Google Scholar 

  • Chinese Birth Defect Monitoring Cooperation Group. (1992). Chinese birth defect map. Preface. China: Cheng Du Map Press.

    Google Scholar 

  • Company, R., Serafim, A., Lopes, B., Cravo, A., Shepherd, T. J., Person, G., et al. (2008). Using biochemical and isotope geochemistry to understand the environmental and public health implications of lead pollution in the lower Guadiana River, Iberia: A freshwater bivalue study. Science of the Total Environment, 405, 109–119.

    Article  Google Scholar 

  • Fischer, A. B., Georgieva, R., Nikolova, V., Halkova, J., Bainova, A., Hristeva, V., et al. (2003). Health risk for children from lead and cadmium near a non-ferrous smelter in Bulgaria. International journal of Hygiene and Environmental Health, 206, 25–38.

    Article  Google Scholar 

  • Gang, B., & Zhuang, Z. (2000). The progress of toxicologically of nickel in China. Journal of Toxicology, 14(3), 129–135.

    Google Scholar 

  • Geiser, K. (1993). Protecting reproductive health and the environment: Toxics use reduction. Environmental Health Perspectives, 101(Suppl 2), 221–225.

    Article  Google Scholar 

  • Gilboa, S. M., Mendola, P., Olshan, A. F., Harness, C., Loomis, D., Langlois, P. H., et al. (2006). Comparison of residential geocoding methods in population-based study of air quality and birth defects. Environmental Research, 101(2), 256–262.

    Article  Google Scholar 

  • Goujard, J. (1999). Clusters of birth defects: Emergency and management. A review of some publications. European Journal of Epidemiology, 15(9), 853–862.

    Article  Google Scholar 

  • Griffith, D., & Robert, H. (2006). Beyond mule kicks: The Poisson distribution in geographical analysis. Geographical Analysis, 38, 123–139.

    Article  Google Scholar 

  • Gu, X., Lin, L., Zheng, X., Zhang, T., Song, X., Wang, J., et al. (2007). High prevalence of NTD in Shanxi Province: A combined epidemiological approach. Birth Defects Research Part A-Clinical and Molecular Teratology, 79, 702–707.

    Article  Google Scholar 

  • Haining, R. (2003). Spatial data analysis: Theory and practice. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Haining, R., Law, J., & Griffith, D. (2009). Modelling small area counts in the presence of overdispersion and spatial autocorrelation. Computational Statistics and Data Analysis, 53, 2923–2937.

    Article  Google Scholar 

  • Harper, C. C., Mathee, A., von Schirnding, Y., De Rosa, C. T., & Falk, H. (2003). The health impact of environmental pollutants: a special focus on lead exposure in South Africa. International Journal of Hygiene and Environmental Health, 206, 315–322.

    Article  Google Scholar 

  • He, Y., Zhang, K., Wang, J., Zheng, X., & Zhang, T. (2008). Analysis of element content in water in the high prevalence areas of Shanxi province. Maternal and Child Health Care of China, 23, 1246–1248.

    Google Scholar 

  • International Clearinghouse for Birth defects (2008). http://www.icbdsr.org.

  • Jin, Y., Liao, Y., Lu, C., Li, G., Yu, F., Zhi, X., et al. (2006). Health effects in children aged 3–6 years induced by environmental lead exposure. Ecotoxicology and Environmental Safety, 63, 313–317.

    Article  Google Scholar 

  • Langlois, P. H. & Scheuerle, A. (2007). Using registry data to suggest which birth defects may be more susceptible to artifactual clusters and trends. 20th Annual Meeting of the Society for Pediatric and Perinatal Epidemiologic Research, Boston.

  • Li, Z., Ren, A., Zhang, L., Guo, Z., & Li, Z. (2006a). A population-based case-control study of risk factors for neural tube defects in four high-prevalence areas of Shanxi province, China. Paediatric and Perinatal Epidemiology, 20(1), 43–53.

    Article  Google Scholar 

  • Li, X., Wang, J., Liao, Y., Meng, B., & Zheng, X. (2006b). A geological analysis for the environmental cause of human birth defects based on GIS. Toxicological & Environmental Chemistry, 88(3), 551–559.

    Article  Google Scholar 

  • Li, P., Yang, H., & Li, Y. (2003). Study on the incidence distribution of birth defects and analysis on those suspected teratogenic factors in Lvliang area, Shanxi province. China J Fami Plan, 88, 90–94.

    Google Scholar 

  • Liu, L. (2009). Urban environmental performance in China: A sustainability divide? Sustainable Development, 17(1), 1–18.

    Article  Google Scholar 

  • Longford, N. T. (1999). Multivariate shrinkage estimation of small area means and proportions. Journal of the Royal Statistical Society. Series A (Statistics in Society), 162(2), 227–245.

    Article  Google Scholar 

  • Ma, Y. (1998). Environment inspection. Wuhan: Wuhan Industry Unversity Press.

    Google Scholar 

  • Ma, J., Zhu, J., Yu, F., Liu, Y., & Zhang, S. (2006). Biological impact of nickel pollution on pakchois in drab soil and its critical value. Journal of Ecology and Rural Environment, 22(1), 75–79.

    Google Scholar 

  • McElroy, J. A., Remington, P. L., Trentham-Dietz, A., Robert, S. A., & Newcomb, P. A. (2003). Geocoding addresses from a large population-based study: Lessons learned. Epidemiology, 14(4), 399–407.

    Google Scholar 

  • Michal, F., Grigor, K. M., Negrovilar, A., & Skakkebak, N. E. (1993). Impact of the environment on reproductive health: Executive summary. Environmental Health Perspectives, 101(Suppl 2), 159–167.

    Article  Google Scholar 

  • Milton, A. H., Smith, W., Bayzidur, R., Ziaul, H., Umme, K., Dear, K., et al. (2005). Chronic arsenic exposure and adverse pregnancy outcomes in Bangladesh. Epidemiology, 16(1), 82–86. doi:10.1097/1001.ede.0000147105.0000194041.e0000147106.

    Article  Google Scholar 

  • Oller, A. R., Costa, M., & Oberdörster, G. (1997). Carcinogenicity assessment of selected nickel compounds. Toxic Application Pharmacol, 143, 152–166.

    Article  Google Scholar 

  • Qi, Q., Yang, Y., Yao, X., Ding, L., Wang, W., Liu, Y., et al. (2002). The blood lead level among children living in urban regions of China. Chinese Journal of Epidemiology, 23(3), 15–18.

    Google Scholar 

  • Saha, J. C., Dikshit, A. K., Bandyopadhyay, M., & Saha, K. C. (1999). A review of arsenic poisoning and its effects on human health. Critical Reviews in Environmental Science and Technology, 29(3), 281–313.

    Article  Google Scholar 

  • Shannon, M. (2003). Severe lead poisoning in pregnancy. Ambulatory Pediatrics, 3(1), 37–39.

    Article  Google Scholar 

  • Shi, C., Zhao, L., Guo, X., Gao, S., Yang, J., & Li, J. (1996). The distribution and effects of soil elements background value in Shanxi province, China. Agro-Environmental Protection, 15(1), 24–28.

    Google Scholar 

  • Sun, X., Wei, C., & Wang, W. (2006). Progress in the study of arsenic species and bioavailability in soils–A review. Advances in Earth Science, 21(6), 625–632.

    Google Scholar 

  • Tan, J. A. (2004). Geo-environment and health. Beijing: Chemical Industry Press.

    Google Scholar 

  • Texas Department of State Health Services. (2004). Birth defects risk factor series. Austin: Texas Department of State Health Services.

    Google Scholar 

  • US Department of Health & Human Services. (2005). Eleventh report on carcinogens. Washington: US Department of Health & Human Services.

    Google Scholar 

  • Watanabe, G. (1977). Environmental determinants of birth defect prevalence. Teratology, 16(3), 367.

    Google Scholar 

  • WHO. (1993). Evaluation of certain food additives and contaminants. Forty-First Report of the Joint FAO/WHO Expert Committee on Food Additives. Geneva: World Health Orgnization.

    Google Scholar 

  • WHO. (1994). International statistical classification of diseases and related health problems (10th ed.). Geneva: WHO.

    Google Scholar 

  • Wu, J. (2008). The harmonization of the national projection of human development’s main function regionalization and the relationship between population and environment development. Population and Development, 14(5), 43–45.

    Google Scholar 

  • Wu, J., Wang, J., Meng, B., Chen, G., Pang, L., Song, X., et al. (2004). Exploratory spatial data analysis for the identification of risk factors to birth defects. BMC Public Health, 4(23), 1–10.

    Google Scholar 

  • Zhang, D., Aunan, K., Martin, S. H., Karssen, S., Liu, J., & Zhang, D. (2010). The assessment of health damage caused by air pollution and its implication for policy making in Taiyuan, Shanxi, China. Energy Policy, 38(1), 491–502.

    Article  Google Scholar 

  • Zhang, K., Peng, W., & He, Y. (2007). Analysis on trace element of geochemical environment in high prevalence area of birth defects. Chinese Journal of Public Health, 23(1), 54–56.

    Google Scholar 

Download references

Acknowledgments

This study was supported by the National Key Project (973) of Study on Interaction Mechanism of Environment and Genetic of Birth Defect in China (No. 2007CB5119001), State Key Funds of Social Science Project (Research on Disability Prevention Measurement in China, No. 09&ZD072, National Yang Zi Scholar Program, 211 and 985 projects of Peking University(No. 20020903).We are grateful to Landis MacKellar for his insightful comments. We would also like to thank Prof. Zhang Keli’s research group for its support with soil sample testing at the Environment Test Center of Beijing Normal University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiaoying Zheng.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zheng, X., Pang, L., Wu, J. et al. Contents of heavy metals in arable soils and birth defect risks in Shanxi, China: a small area level geographic study. Popul Environ 33, 259–268 (2012). https://doi.org/10.1007/s11111-011-0138-0

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11111-011-0138-0

Keywords

Navigation