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Cadmium blood and urine concentrations as measures of exposure: NHANES 1999–2010

Abstract

Exposure to cadmium, a heavy metal present in cigarettes, can be assessed in both urine and blood. Few studies have compared the properties of concurrent measurements of urine cadmium (uCd) and blood cadmium (bCd) in relation to the duration and timing of a known exposure. In this study, bCd and uCd were modeled with data from the National Health and Nutrition Examination Survey (1999–2010). Adjusted geometric mean bCd and uCd were estimated from regression results. Each 1% higher geometric mean uCd was associated with 0.50% (95% confidence interval: 0.47%–0.54%; R2=0.30) higher bCd. In male never-smokers, bCd was 69% (59%–81%) and uCd was 200% (166%–234%) higher at age ≥70 years versus 20–29 years. Ten pack-years (py) of smoking were associated with 13.7% (10.0%–17.4%) higher bCd and 16.8% (12.6%–21.1%) higher uCd in male smokers. The first year after smoking cessation was associated with 53% (48%–58%) lower bCd and 23% (14%–33%) lower uCd in representative males aged 55 years with 20 py smoking. Smoking in the previous 5 days was associated with 55% (40%–71%) higher bCd and 7% (−3%–18%) higher uCd. Results were similar for women. uCd mainly measures long-term exposure and bCd recent exposure, but with noticeable overlap. Epidemiological studies should base the choice of uCd or bCd on the timing of cadmium exposure relevant to the disease under study.

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Abbreviations

bCd:

blood cadmium concentration

BMI:

body mass index

Cr:

urine creatinine

ICP-MS:

inductively coupled plasma mass spectrometry

LOD:

limit of detection

NHANES:

National Health and Nutrition Examination Survey

Py:

pack-year of cigarette smoking

uCd:

urine cadmium concentration

95% CI:

95% confidence interval

References

  1. Agency for Toxic Substances and Disease Registry (ATSDR) Toxicological Profile for Cadmium., Dept. of Health and Human Services, 2012. http://www.atsdr.cdc.gov/toxprofiles/tp5.pdf.

  2. Pappas RS, Polzin GM, Zhang L, Watson CH, Paschal DC, Ashley DL . Cadmium, lead, and thallium in mainstream tobacco smoke particulate. Food Chem Toxicol 2006; 44: 714–723.

    Article  CAS  Google Scholar 

  3. Clemens S, Aarts MG, Thomine S, Verbruggen N . Plant science: the key to preventing slow cadmium poisoning. Trends Plant Sci 2013; 18: 92–99.

    Article  CAS  Google Scholar 

  4. Vahter M, Berglund M, Slorach S, Friberg L, Saric M, Zheng XQ et al. Methods for integrated exposure monitoring of lead and cadmium. Environ Res 1991; 56: 78–89.

    Article  CAS  Google Scholar 

  5. Gunier RB, Horn-Ross PL, Canchola AJ, Duffy CN, Reynolds P, Hertz A et al. Determinants and within-person variability of urinary cadmium concentrations among women in Northern California. Environ Health Perspect 2013; 121: 643–649.

    Article  Google Scholar 

  6. Alessio L, Apostoli P, Forni A, Toffoletto F . Biological monitoring of cadmium exposure—an Italian experience. Scand J Work Environ Health 1993; 19 (Suppl 1): 27–33.

    CAS  PubMed  Google Scholar 

  7. Kawada T, Shinmyo RR, Suzuki S . Changes in urinary cadmium excretion among pigment workers with improvement of the work environment. Ind Health 1993; 31: 165–170.

    Article  CAS  Google Scholar 

  8. Borjesson J, Bellander T, Jarup L, Elinder CG, Mattsson S . In vivo analysis of cadmium in battery workers versus measurements of blood, urine, and workplace air. Occup Environ Med 1997; 54: 424–431.

    Article  CAS  Google Scholar 

  9. Lauwerys R, Roels H, Regniers M, Buchet JP, Bernard A, Goret A . Significance of cadmium concentration in blood and in urine in workers exposed to cadmium. Environ Res 1979; 20: 375–391.

    Article  CAS  Google Scholar 

  10. Mason HJ, Williams N, Armitage S, Morgan M, Green S, Perrin B et al. Follow up of workers previously exposed to silver solder containing cadmium. Occup Environ Med 1999; 56: 553–558.

    Article  CAS  Google Scholar 

  11. Jarup L, Persson B, Elinder CG . Blood cadmium as an indicator of dose in a long-term follow-up of workers previously exposed to cadmium. Scand J Work Environ Health 1997; 23: 31–36.

    Article  CAS  Google Scholar 

  12. Jarup L, Rogenfelt A, Elinder CG, Nogawa K, Kjellstrom T . Biological half-time of cadmium in the blood of workers after cessation of exposure. Scand J Work Environ Health 1983; 9: 327–331.

    Article  CAS  Google Scholar 

  13. Lauwerys RR, Bernard AM, Roels HA, Buchet JP . Cadmium: exposure markers as predictors of nephrotoxic effects. Clin Chem 1994; 40 (Pt 2): 1391–1394.

    CAS  PubMed  Google Scholar 

  14. Kjellstrom T . Exposure and accumulation of cadmium in populations from Japan, the United States, and Sweden. Environ Health Perspect 1979; 28: 169–197.

    Article  CAS  Google Scholar 

  15. Shimbo S, Zhang ZW, Moon CS, Watanabe T, Nakatsuka H, Matsuda-Inoguchi N et al. Correlation between urine and blood concentrations, and dietary intake of cadmium and lead among women in the general population of Japan. Int Arch Occup Environ Health 2000; 73: 163–170.

    Article  CAS  Google Scholar 

  16. Olsson IM, Bensryd I, Lundh T, Ottosson H, Skerfving S, Oskarsson A . Cadmium in blood and urine—impact of sex, age, dietary intake, iron status, and former smoking—association of renal effects. Environ Health Perspect 2002; 110: 1185–1190.

    Article  CAS  Google Scholar 

  17. Moon CS, Paik JM, Choi CS, Kim DH, Ikeda M . Lead and cadmium levels in daily foods, blood and urine in children and their mothers in Korea. Int Arch Occup Environ Health 2003; 76: 282–288.

    CAS  PubMed  Google Scholar 

  18. Moon CS, Zhang ZW, Shimbo S, Watanabe T, Moon DH, Lee CU et al. Evaluation of urinary cadmium and lead as markers of background exposure of middle-aged women in Korea. Int Arch Occup Environ Health 1998; 71: 251–256.

    Article  CAS  Google Scholar 

  19. Centers for Disease Control and Prevention (CDC). National Health and Nutrition Examination Survey data, protocols, and analytic guidelines. U.S. Department of Health and Human Services: Hyattsville, MD, USAhttp://www.cdc.gov/nchs/nhanes.htm2011.

  20. Yeager DS, Krosnick JA . The validity of self-reported nicotine product use in the 2001-2008 National Health and Nutrition Examination Survey. Med Care 2010; 48: 1128–1132.

    Article  Google Scholar 

  21. Centers for Disease Control and Prevention (CDC). Fourth National Report on Human Exposure to Environmental Chemicals: Centers for Disease Control and Prevention. Dept. of Health and Human Services, 2009, 1–529 http://www.cdc.gov/exposurereport/pdf/FourthReport.pdf.

  22. Centers for Disease Control and Prevention (CDC). Fourth National Report on Human Exposure to Environmental Chemicals: Updated Tables. Centers for Disease Control and Prevention. Department of Health and Human Services, 2013, 315–317 http://www.cdc.gov/exposurereport/pdf/FourthReport_UpdatedTables_Mar2013.pdf.

  23. Paschal DC, Burt V, Caudill SP, Gunter EW, Pirkle JL, Sampson EJ et al. Exposure of the US population aged 6 years and older to cadmium: 1988-1994. Arch Environ Contam Toxicol 2000; 38: 377–383.

    Article  CAS  Google Scholar 

  24. Barr DB, Wilder LC, Caudill SP, Gonzalez AJ, Needham LL, Pirkle JL . Urinary creatinine concentrations in the US population: implications for urinary biologic monitoring measurements. Environ Health Perspect 2005; 113: 192–200.

    Article  CAS  Google Scholar 

  25. Suwazono Y, Akesson A, Alfven T, Jarup L, Vahter M . Creatinine versus specific gravity-adjusted urinary cadmium concentrations. Biomarkers 2005; 10: 117–126.

    Article  CAS  Google Scholar 

  26. Tellez-Plaza M, Navas-Acien A, Caldwell KL, Menke A, Muntner P, Guallar E . Reduction in cadmium exposure in the United States population, 1988-2008: the contribution of declining smoking rates. Environ Health Perspect 2012; 120: 204–209.

    Article  CAS  Google Scholar 

  27. Heeringa S, West BT, Berglund PA . Applied survey data analysis. Chapman & Hall/CRC: Boca Raton, FL, USA. 2010 xix 467 pp.

    Book  Google Scholar 

  28. Williams R . Using the margins command to estimate and interpret adjusted predictions and marginal effects. Stata J 2012; 12: 308–331.

    Article  Google Scholar 

  29. Benedetti JL, Samuel O, Dewailly E, Gingras S, Lefebvre MA . Levels of cadmium in kidney and liver tissues among a Canadian population (province of Quebec). J Toxicol Environ Health A. 1999; 56: 145–163.

    Article  CAS  Google Scholar 

  30. Jarup L, Akesson A . Current status of cadmium as an environmental health problem. Toxicol Appl Pharmacol 2009; 238: 201–208.

    Article  Google Scholar 

  31. White E, Armstrong BK, Saracci R . Principles of Exposure Measurement in Epidemiology 2nd ed. Oxford University Press: Oxford, UK. 2008.

    Book  Google Scholar 

  32. Chaumont A, Nickmilder M, Dumont X, Lundh T, Skerfving S, Bernard A . Associations between proteins and heavy metals in urine at low environmental exposures: evidence of reverse causality. Toxicol Lett 2012; 210: 345–352.

    Article  CAS  Google Scholar 

  33. Baecklund M, Pedersen NL, Bjorkman L, Vahter M . Variation in blood concentrations of cadmium and lead in the elderly. Environ Res 1999; 80: 222–230.

    Article  CAS  Google Scholar 

  34. Kido T, Nogawa K, Ohmichi M, Honda R, Tsuritani I, Ishizaki M et al. Significance of urinary cadmium concentration in a Japanese population environmentally exposed to cadmium. Arch Environ Health 1992; 47: 196–202.

    Article  CAS  Google Scholar 

  35. Shaham J, Meltzer A, Ashkenazi R, Ribak J . Biological monitoring of exposure to cadmium, a human carcinogen, as a result of active and passive smoking. J Occup Environ Med 1996; 38: 1220–1228.

    Article  CAS  Google Scholar 

  36. Egan SK, Bolger PM, Carrington CD . Update of US FDA’s Total Diet Study food list and diets. J Expo Sci Environ Epidemiol 2007; 17: 573–582.

    Article  CAS  Google Scholar 

  37. Choudhury H, Harvey T, Thayer WC, Lockwood TF, Stiteler WM, Goodrum PE et al. Urinary cadmium elimination as a biomarker of exposure for evaluating a cadmium dietary exposure—biokinetics model. J Toxicol Environ Health A. 2001; 63: 321–350.

    Article  CAS  Google Scholar 

  38. Richter PA, Bishop EE, Wang J, Swahn MH . Tobacco smoke exposure and levels of urinary metals in the U.S. youth and adult population: the National Health and Nutrition Examination Survey (NHANES) 1999-2004. Int J Environ Res Public Health 2009; 6: 1930–1946.

    Article  CAS  Google Scholar 

  39. McDiarmid MA, Freeman CS, Grossman EA, Martonik J . Follow-up of biologic monitoring results in cadmium workers removed from exposure. Am J Ind Med 1997; 32: 261–267.

    Article  CAS  Google Scholar 

  40. Baba H, Tsuneyama K, Yazaki M, Nagata K, Minamisaka T, Tsuda T et al. The liver in itai-itai disease (chronic cadmium poisoning): pathological features and metallothionein expression. Mod Pathol 2013 (e-pub ahead of print, 5 April 2013).

  41. Min KS, Ueda H, Kihara T, Tanaka K . Increased hepatic accumulation of ingested Cd is associated with upregulation of several intestinal transporters in mice fed diets deficient in essential metals. Toxicol Sci 2008; 106: 284–289.

    Article  CAS  Google Scholar 

  42. Riederer AM, Belova A, George BJ, Anastas PT . Urinary cadmium in the 1999–2008 US National Health and Nutrition Examination Survey (NHANES). Environ Sci Technol 2013; 47: 1137–1147.

    Article  CAS  Google Scholar 

  43. Elinder CG, Kjellstrom T, Lind B, Linnman L, Piscator M, Sundstedt K . Cadmium exposure from smoking cigarettes: variations with time and country where purchased. Environ Res 1983; 32: 220–227.

    Article  CAS  Google Scholar 

  44. Jones MR, Apelberg BJ, Tellez-Plaza M, Samet JM, Navas-Acien A . Menthol cigarettes, race/ethnicity, and biomarkers of tobacco use in US adults: the 1999-2010 National Health and Nutrition Examination Survey (NHANES). Cancer Epidemiol Biomarkers Prev 2013; 22: 224–232.

    Article  CAS  Google Scholar 

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Acknowledgements

Investigators gratefully acknowledge the Centers for Disease Control and Prevention and National Center for Health Statistics; and Michael Passarelli and Sabah Quraishi for helpful comments on the manuscript. Supported by National Institutes of Health, National Institute of Environmental Health Sciences R01ES019667.

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Correspondence to Scott V Adams.

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Adams, S., Newcomb, P. Cadmium blood and urine concentrations as measures of exposure: NHANES 1999–2010. J Expo Sci Environ Epidemiol 24, 163–170 (2014). https://doi.org/10.1038/jes.2013.55

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