Skip to main content

Advertisement

Log in

Additive effect of heavy metals on metabolic syndrome in the Korean population: the Korea National Health and Nutrition Examination Survey (KNHANES) 2009–2010

  • Original Article
  • Published:
Endocrine Aims and scope Submit manuscript

Abstract

There have been increasing concerns regarding health problems due to endocrine disrupting chemicals (EDCs). We investigated association of heavy metals, including lead, mercury, and cadmium, with metabolic syndrome (MS) and its individual components in the Korean population. Participants included 1,961 males and 1,989 females 20 years of age or older from the fourth and fifth Korea National Health and Nutritional Examination Surveys of the Korean population (2009 and 2010). We examined the relationship of blood lead, mercury, and cadmium levels with MS and the additive effect of three heavy metals on MS after adjustment for age, sex, body mass index (BMI), region, smoking, alcohol consumption, and regular exercise. Blood concentration of lead showed a significant but modest association with prevalence of MS (P = 0.04). Other heavy metals did not show such a relationship with MS. When the participants were classified according to the sum of category numbers of the three heavy metals, adjusted odds ratios were 1.0, 1.355, 1.638, and 1.556 (P < 0.01). Among components of MS, significant relationship of the sum of heavy metals with hypertension and elevated triglyceride was demonstrated. Blood concentration of lead was positively associated with the prevalence of MS. Of particular interest, cumulative effect of a mixture of lead, mercury, and cadmium on prevalence of MS was stronger than the sum of effect of each heavy metal. Accumulative effect of exposure to heavy metals could be more additive or synergistic than individual exposure in the general population.

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.

Similar content being viewed by others

References

  1. E. Diamanti-Kandarakis, J.P. Bourguignon, L.C. Giudice, R. Hauser, G.S. Prins et al., Endocrine-disrupting chemicals: an Endocrine Society scientific statement. Endocr. Rev. 30, 293–342 (2009)

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  2. T.T. Schug, A. Janesick, B. Blumberg, J.J. Heindel, Endocrine disrupting chemicals and disease susceptibility. J. Steroid Biochem. Mol. Biol. 127, 204–215 (2011)

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  3. M.C. Henson, P.J. Chedrese, Endocrine disruption by cadmium, a common environmental toxicant with paradoxical effects on reproduction. Exp. Biol. Med. (Maywood) 229, 383–392 (2004)

    CAS  Google Scholar 

  4. A. Rosin, The long-term consequences of exposure to lead. Isr. Med. Assoc. J. 11, 689–694 (2009)

    PubMed  Google Scholar 

  5. S. Satarug, M.R. Moore, Adverse health effects of chronic exposure to low-level cadmium in foodstuffs and cigarette smoke. Environ. Health Perspect. 112, 1099–1103 (2004)

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  6. B.K. Lee, The role of biological monitoring in the health management of lead-exposed workers. Toxicol. Lett. 108, 149–160 (1999)

    Article  CAS  PubMed  Google Scholar 

  7. M. Mercier, International approach of the assessment of chemical risks. J. Hyg. Epidemiol. Microbiol. Immunol. 34, 1–7 (1990)

    CAS  PubMed  Google Scholar 

  8. K. Jomova, M. Valko, Advances in metal-induced oxidative stress and human disease. Toxicology 283, 65–87 (2011)

    Article  CAS  PubMed  Google Scholar 

  9. M.C. Houston, The role of mercury and cadmium heavy metals in vascular disease, hypertension, coronary heart disease, and myocardial infarction. Altern. Ther. Health Med. 13, S128–S133 (2007)

    PubMed  Google Scholar 

  10. A. Navas-Acien, E. Guallar, E.K. Silbergeld, S.J. Rothenberg, Lead exposure and cardiovascular disease—a systematic review. Environ. Health Perspect. 115, 472–482 (2007)

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  11. J.L. Peters, L.D. Kubzansky, A. Ikeda, S.C. Fang, D. Sparrow et al., Lead concentrations in relation to multiple biomarkers of cardiovascular disease: the Normative Aging Study. Environ. Health Perspect. 120, 361–366 (2012)

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  12. C.H. You, B.G. Kim, J.M. Kim, S.D. Yu, Y.M. Kim et al., Relationship between blood mercury concentration and waist-to-hip ratio in elderly Korean individuals living in coastal areas. J. Prev. Med. Public Health 44, 218–225 (2011)

    Article  PubMed Central  PubMed  Google Scholar 

  13. F. Scinicariello, H.G. Abadin, H.E. Murray, Association of low-level blood lead and blood pressure in NHANES 1999–2006. Environ. Res. 111, 1249–1257 (2011)

    Article  CAS  PubMed  Google Scholar 

  14. I. Mordukhovich, R.O. Wright, H. Hu, C. Amarasiriwardena, A. Baccarelli et al., Associations of toenail arsenic, cadmium, mercury, manganese, and lead with blood pressure in the Normative Aging Study. Environ. Health Perspect. 120, 98–104 (2012)

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  15. B.O. Lund, D.M. Miller, J.S. Woods, Studies on Hg(II)-induced H2O2 formation and oxidative stress in vivo and in vitro in rat kidney mitochondria. Biochem. Pharmacol. 45, 2017–2024 (1993)

    Article  CAS  PubMed  Google Scholar 

  16. B.J. Shenker, T.L. Guo, I.M. Shapiro, Low-level methylmercury exposure causes human T-cells to undergo apoptosis: evidence of mitochondrial dysfunction. Environ. Res. 77, 149–159 (1998)

    Article  CAS  PubMed  Google Scholar 

  17. M.C. Houston, Role of mercury toxicity in hypertension, cardiovascular disease, and stroke. J. Clin. Hypertens. (Greenwich) 13, 621–627 (2011)

    Article  CAS  Google Scholar 

  18. Y.W. Chen, C.Y. Yang, C.F. Huang, D.Z. Hung, Y.M. Leung et al., Heavy metals, islet function and diabetes development. Islets 1, 169–176 (2009)

    Article  PubMed  Google Scholar 

  19. S.S. Moon, Association of lead, mercury and cadmium with diabetes in the Korean population: the Korea National Health and Nutrition Examination Survey (KNHANES) 2009–2010. Diabet. Med. 30, e143–e148 (2013)

    Article  CAS  PubMed  Google Scholar 

  20. D.H. Lee, M.W. Steffes, D.R. Jacobs Jr., Can persistent organic pollutants explain the association between serum gamma-glutamyltransferase and type 2 diabetes? Diabetologia 51, 402–407 (2008)

    Article  CAS  PubMed  Google Scholar 

  21. D.H. Lee, D.R. Jacobs Jr., Association between serum concentrations of persistent organic pollutants and gamma glutamyltransferase: results from the National Health and Examination Survey 1999–2002. Clin. Chem. 52, 1825–1827 (2006)

    Article  CAS  PubMed  Google Scholar 

  22. M.A. Cornier, D. Dabelea, T.L. Hernandez, R.C. Lindstrom, A.J. Steig et al., The metabolic syndrome. Endocr. Rev. 29, 777–822 (2008)

    Article  CAS  PubMed  Google Scholar 

  23. Y.S. Yoon, S.W. Oh, H.W. Baik, H.S. Park, W.Y. Kim, Alcohol consumption and the metabolic syndrome in Korean adults: the 1998 Korean National Health and Nutrition Examination Survey. Am. J. Clin. Nutr. 80, 217–224 (2004)

    CAS  PubMed  Google Scholar 

  24. H.S. Choi, H.J. Oh, H. Choi, W.H. Choi, J.G. Kim et al., Vitamin D insufficiency in Korea—a greater threat to younger generation: the Korea National Health and Nutrition Examination Survey (KNHANES) 2008. J. Clin. Endocrinol. Metab. 96, 643–651 (2011)

    Article  CAS  PubMed  Google Scholar 

  25. Y. Kim, B.K. Lee, Associations of blood lead, cadmium, and mercury with estimated glomerular filtration rate in the Korean general population: analysis of 2008–2010 Korean National Health and Nutrition Examination Survey data. Environ. Res. 118, 124–129 (2012)

    Article  CAS  PubMed  Google Scholar 

  26. N.S. Kim, B.K. Lee, National estimates of blood lead, cadmium, and mercury levels in the Korean general adult population. Int. Arch. Occup. Environ. Health 84, 53–63 (2011)

    Article  CAS  PubMed  Google Scholar 

  27. S.M. Grundy, J.I. Cleeman, S.R. Daniels, K.A. Donato, R.H. Eckel et al., Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation 112, 2735–2752 (2005)

    Article  PubMed  Google Scholar 

  28. S.Y. Lee, H.S. Park, D.J. Kim, J.H. Han, S.M. Kim et al., Appropriate waist circumference cutoff points for central obesity in Korean adults. Diabetes Res. Clin. Pract. 75, 72–80 (2007)

    Article  PubMed  Google Scholar 

  29. D.H. Lee, I.K. Lee, K. Song, M. Steffes, W. Toscano et al., A strong dose-response relation between serum concentrations of persistent organic pollutants and diabetes: results from the National Health and Examination Survey 1999–2002. Diabetes Care 29, 1638–1644 (2006)

    Article  CAS  PubMed  Google Scholar 

  30. A. Whaley-Connell, P.A. McCullough, J.R. Sowers, The role of oxidative stress in the metabolic syndrome. Rev. Cardiovasc. Med. 12, 21–29 (2011)

    PubMed  Google Scholar 

  31. A. Bhatnagar, Environmental cardiology: studying mechanistic links between pollution and heart disease. Circ. Res. 99, 692–705 (2006)

    Article  CAS  PubMed  Google Scholar 

  32. M.G. Weisskopf, N. Jain, H. Nie, D. Sparrow, P. Vokonas et al., A prospective study of bone lead concentration and death from all causes, cardiovascular diseases, and cancer in the Department of Veterans Affairs Normative Aging Study. Circulation 120, 1056–1064 (2009)

    Article  PubMed Central  PubMed  Google Scholar 

  33. O. Ademuyiwa, R.N. Ugbaja, F. Idumebor, O. Adebawo, Plasma lipid profiles and risk of cardiovascular disease in occupational lead exposure in Abeokuta, Nigeria. Lipids Health Dis. 4, 19 (2005)

    Article  PubMed Central  PubMed  Google Scholar 

  34. P.L. Cocco, E. Cocco, M.S. Anni, C. Flore, A. Melis et al., Occupational exposure to lead and blood cholesterol in glucose-6-phosphate dehydrogenase deficient and normal subjects. Res. Commun. Chem. Pathol. Pharmacol. 72, 81–95 (1991)

    CAS  PubMed  Google Scholar 

  35. M.A. Serdar, F. Bakir, A. Hasimi, T. Celik, O. Akin et al., Trace and toxic element patterns in nonsmoker patients with noninsulin-dependent diabetes mellitus, impaired glucose tolerance, and fasting glucose. Int. J. Diabetes Dev. Ctries. 29, 35–40 (2009)

    Article  PubMed Central  PubMed  Google Scholar 

  36. H.I. Afridi, T.G. Kazi, N. Kazi, M.K. Jamali, M.B. Arain et al., Evaluation of status of toxic metals in biological samples of diabetes mellitus patients. Diabetes Res. Clin. Pract. 80, 280–288 (2008)

    Article  CAS  PubMed  Google Scholar 

  37. J.L. Leasure, A. Giddabasappa, S. Chaney, J.E. Johnson Jr., K. Pothakos et al., Low-level human equivalent gestational lead exposure produces sex-specific motor and coordination abnormalities and late-onset obesity in year-old mice. Environ. Health Perspect. 116, 355–361 (2008)

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  38. E. Brodkin, R. Copes, A. Mattman, J. Kennedy, R. Kling et al., Lead and mercury exposures: interpretation and action. CMAJ 176, 59–63 (2007)

    Article  PubMed Central  PubMed  Google Scholar 

  39. J.W. Chang, H.L. Chen, H.J. Su, P.C. Liao, H.R. Guo et al., Simultaneous exposure of non-diabetics to high levels of dioxins and mercury increases their risk of insulin resistance. J. Hazard Mater. 185, 749–755 (2011)

    Article  CAS  PubMed  Google Scholar 

  40. W. Swaddiwudhipong, P. Limpatanachote, P. Mahasakpan, S. Krintratun, B. Punta et al., Progress in cadmium-related health effects in persons with high environmental exposure in northwestern Thailand: a five-year follow-up. Environ. Res. 112, 194–198 (2012)

    Article  CAS  PubMed  Google Scholar 

  41. R.R. Bell, J.L. Early, V.K. Nonavinakere, Z. Mallory, Effect of cadmium on blood glucose level in the rat. Toxicol. Lett. 54, 199–205 (1990)

    Article  CAS  PubMed  Google Scholar 

  42. B.K. Lee, Y. Kim, Blood cadmium, mercury, and lead and metabolic syndrome in South Korea: 2005–2010 Korean National Health and Nutrition Examination Survey. Am. J. Ind. Med. (2012). doi:10.1002/ajim.22107

    Google Scholar 

Download references

Acknowledgments

This research was supported by a grant from the Daegu and Kyungpook local committee of the Korean Diabetes Association and by the Dongguk University research fund.

Conflict of interest

There are no conflicts of interest.

Disclosure

The author has nothing to declare.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Seong-Su Moon.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 19 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Moon, SS. Additive effect of heavy metals on metabolic syndrome in the Korean population: the Korea National Health and Nutrition Examination Survey (KNHANES) 2009–2010. Endocrine 46, 263–271 (2014). https://doi.org/10.1007/s12020-013-0061-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12020-013-0061-5

Keywords

Navigation