Urinary cadmium in the 1999-2008 U.S. National health and nutrition examination survey (NHANES)

Environmental Science and Technology

Volumn 47, Issue 2, 2013, Pages 1137-1147

  Riederer, Anne M ^a   Belova, Anna ^b   George, Barbara J ^a   Anastas, Paul T ^c  

^a U S ENVIRONMENTAL PROTECTION AGENCY   (United States)

^b ABT ASSOCIATES   (United States)

^c YALE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CREATININE; DIETARY SUPPLEMENTS; DISEASES; NUTRITION; SURVEYS; VITAMINS;

CADMIUM EXPOSURE; CARDIOVASCULAR DISEASE; COVARIATES; GENERAL POPULATION; INDIVIDUAL LEVELS; KIDNEY DISEASE; MULTIPLE REGRESSIONS; PRIMARY SOURCES; VARIABLE THRESHOLDS; WATER SOURCE;

CADMIUM;

CADMIUM; COTININE; CREATININE; TRACE ELEMENT;

ADULT; CADMIUM; CHILD HEALTH; COVARIANCE ANALYSIS; DIET; FOOD INTAKE; HEALTH SURVEY; NUTRITIONAL STATUS; POLLUTION EXPOSURE; PUBLIC HEALTH; SMOKING; SPATIOTEMPORAL ANALYSIS; SUBPOPULATION;

ARTICLE; BODY MASS; CALORIC INTAKE; DIET SUPPLEMENTATION; EDUCATIONAL STATUS; ETHNICITY; FAT INTAKE; HOUSING; IRON INTAKE; PROTEIN INTAKE; SMOKING; WATER SUPPLY;

UNITED STATES;

EID: 84872566628     PISSN: 0013936X     EISSN: 15205851     Source Type: Journal    
DOI: 10.1021/es303556n     Document Type: Article

References (53)

1. Åkesson, A.; Lundh, T.; Vahter, M.; Bjellerup, P.; Lidfeldt, J.; Nerbrand, C.; Samsioe, G.; Stromberg, U.; Skerfving, S. Tubular and glomerular kidney effects in Swedish women with low environmental cadmium exposure Environ. Health Perspect. 2005, 113 (11) 1627-31
2. McElroy, J. A.; Shafer, M. M.; Trentham-Dietz, A.; Hampton, J. M.; Newcomb, P. A. Cadmium exposure and breast cancer risk J. Natl. Cancer Inst. 2006, 98 (12) 869-73
3. Everett, C. J.; Frithsen, I. L. Association of urinary cadmium and myocardial infarction Environ. Res. 2008, 106 (2) 284-6
4. Gallagher, C. M.; Kovach, J. S.; Meliker, J. R. Urinary cadmium and osteoporosis in U.S. Women > or = 50 years of age: NHANES 1988-1994 and 1999-2004 Environ. Health Perspect. 2008, 116 (10) 1338-43
5. Gallagher, C. M.; Chen, J. J.; Kovach, J. S. Environmental cadmium and breast cancer risk Aging 2010, 2 (11) 804-14
6. Menke, A.; Muntner, P.; Silbergeld, E. K.; Platz, E. A.; Guallar, E. Cadmium levels in urine and mortality among U.S. adults Environ. Health Perspect. 2009, 117 (2) 190-6
7. Engström, A.; Michaëlsson, K.; Suwazono, Y.; Wolk, A.; Vahter, M.; Åkesson, A. Long-term Cd exposure and the association with bone mineral density and fractures in a population-based study among women J. Bone Miner. Res. 2011, 26 (3) 486-95
8. Thomas, L. D.; Michaelsson, K.; Julin, B.; Wolk, A.; Akesson, A. Dietary cadmium exposure and fracture incidence among men: A population-based prospective cohort study J. Bone Miner. Res. 2011, 26 (7) 1601-8
9. Ciesielski, T.; Weuve, J.; Bellinger, D. C.; Schwartz, J.; Lanphear, B.; Wright, R. O. Cadmium exposure and neurodevelopmental outcomes in U.S. children Environ. Health Perspect. 2012, 120 (5) 758-63
10. Beryllium, Cd, Mercury, and Exposures in the Glass Manufacturing Industry; IARC Monographs Vol. 58; IARC: Lyons, France, 1997; www.monographs.iarc.fr/ENG/Monographs/vol58/volume58.pdf.
11. Integrated Risk Information System:Cd (CASRN 7440-43-9); EPA: Washington, DC, 2011; www.epa.gov/iris/subst/0141.htm.
12. Fowler, B. A. Monitoring of human populations for early markers of cadmium toxicity: A review Toxicol. Appl. Pharmacol. 2009, 238 (3) 294-300
13. Joseph, P. Mechanisms of cadmium carcinogenesis Toxicol. Appl. Pharmacol. 2009, 238 (3) 272-9
14. Draft Toxicological Profile for Cd; Agency for Toxic Substances and Disease Registry (ATSDR): Atlanta, GA, 2008; www.atsdr.cdc.gov/ToxProfiles/TP. asp?id=48&tid=15.
15. Mineral Commodity Summaries-Cadmium; U.S. Geological Survey: Reston, VA, 2004; http://minerals.usgs.gov/minerals/pubs/commodity/cadmium/cadmimcs04.pdf.
16. Mineral Commodity Summaries-Cadmium; U.S. Geological Survey: Reston, VA, 2009; http://minerals.usgs.gov/minerals/pubs/commodity/cadmium/mcs-2009-cadmi. pdf.
17. Total Diet Study; Food and Drug Administration (FDA): Hyattsville, MD, 2010; www.cfsan.fda.gov/∼comm/tdstoc.html.
18. Choudhury, H.; Harvey, T.; Thayer, W. C.; Lockwood, T. F.; Stiteler, W. M.; Goodrum, P. E.; Hassett, J. M.; Diamond, G. L. Urinary cadmium elimination as a biomarker of exposure for evaluating a cadmium dietary exposure - Biokinetics model J. Toxicol. Environ. Health A 2001, 63 (5) 321-50
19. Tellez-Plaza, M.; Navas-Acien, A.; Caldwell, K. L.; 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 (2) 204-9
20. Richter, P. A.; Bishop, E. E.; Wang, J.; Swahn, M. H. 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 (7) 1930-46
21. McKelvey, W.; Gwynn, R. C.; Jeffery, N.; Kass, D.; Thorpe, L. E.; Garg, R. K.; Palmer, C. D.; Parsons, P. J. A biomonitoring study of lead, cadmium, and mercury in the blood of New York city adults Environ. Health Perspect. 2007, 115 (10) 1435-41
22. Olsson, I. M.; 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 (12) 1185-90
23. Paschal, D. C.; Burt, V.; Caudill, S. P.; Gunter, E. W.; Pirkle, J. L.; Sampson, E. J.; Miller, D. T.; Jackson, R. J. Exposure of the U.S. population aged 6 years and older to cadmium: 1988-1994 Arch. Environ. Contam. Toxicol. 2000, 38 (3) 377-83
24. Julin, B.; Vahter, M.; Amzal, B.; Wolk, A.; Berglund, M.; Akesson, A. Relation between dietary cadmium intake and biomarkers of cadmium exposure in premenopausal women accounting for body iron stores Environ. Health 2011, 10, 105
25. Gallagher, C. M.; Chen, J. J.; Kovach, J. S. The relationship between body iron stores and blood and urine cadmium concentrations in US never-smoking, non-pregnant women aged 20-49 years Environ. Res. 2011, 111 (5) 702-7
26. Berglund, M.; Akesson, A.; Nermell, B.; Vahter, M. Intestinal absorption of dietary cadmium in women depends on body iron stores and fiber intake Environ. Health Perspect. 1994, 102 (12) 1058-66
27. Dhooge, W.; Den Hond, E.; Koppen, G.; Bruckers, L.; Nelen, V.; Van De Mieroop, E.; Bilau, M.; Croes, K.; Baeyens, W.; Schoeters, G.; Van Larebeke, N. Internal exposure to pollutants and body size in Flemish adolescents and adults: Associations and dose-response relationships Environ. Int. 2010, 36 (4) 330-7
28. Padilla, M. A.; Elobeid, M.; Ruden, D. M.; Allison, D. B. An examination of the association of selected toxic metals with total and central obesity indices: NHANES 99-02 Int. J. Environ. Res. Public Health 2010, 7 (9) 3332-47
29. Mijal, R. S.; Holzman, C. B. Blood cadmium levels in women of childbearing age vary by race/ethnicity Environ. Res. 2010, 110 (5) 505-12
30. NHANES 2007-2008; U.S. Centers for Disease Control and Prevention (CDC); Atlanta, GA, 2011; www.cdc.gov/nchs/nhanes/nhanes2007-2008/nhanes07-08.htm.
31. NHANES 2001-2002 Data Documentation, March 2005-Heavy Metals; CDC: Atlanta, GA, 2005; www.cdc.gov/nchs/nhanes/nhanes2001-2002/L06HM-B.htm.
32. NHANES 2003-2004 Data Documentation, July 2007-Heavy Metals; CDC: Atlanta, GA, 2007; www.cdc.gov/nchs/nhanes/nhanes2003-2004/L06HM-C.htm.
33. NHANES 2005-2006 Data Documentation-Urinary Heavy Metals; CDC: Atlanta, GA, 2009; www.cdc.gov/nchs/nhanes/nhanes2007-2008/UHM-E.htm.
34. Supplemental Nutrition Assistance Program: Eligibility; U.S. Department of Agriculture: Washington, DC, 2012; www.fns.usda.gov/snap/applicant- recipients/eligibility.htm.
35. Breastfeeding Rates by Socio-demographic Factors, Among Children Born in 2001; CDC: Atlanta, GA, 2001; www.cdc.gov/breastfeeding/data/NIS-data/2001/ socio-demographic.htm.
36. Kemp, F. W.; Neti, P. V.; Howell, R. W.; Wenger, P.; Louria, D. B.; Bogden, J. D. Elevated blood lead concentrations and vitamin D deficiency in winter and summer in young urban children Environ. Health Perspect. 2007, 115 (4) 630-5
37. Hogervorst, J.; Plusquin, M.; Vangronsveld, J.; Nawrot, T.; Cuypers, A.; Van Hecke, E.; Roels, H. A.; Carleer, R.; Staessen, J. A. House dust as possible route of environmental exposure to cadmium and lead in the adult general population Environ. Res. 2007, 103 (1) 30-7
38. NHANES 2007-2008 Data Documentation, April 2011-Urine Specific Gravity Measurement; CDC: Atlanta, GA, 2011; www.cdc.gov/nchs/nhanes/nhanes2007-2008/ SSUSG-E.htm.
39. Saljooghi, A. S.; Fatemi, S. J. Cadmium transport in blood serum Toxicol. Ind. Health 2010, 26 (4) 195-201
40. Amemiya, T. Regression analysis when the dependent variable is truncated normal Econometrica 1973, 41, 997-1016
41. Analytic and Reporting Guidelines: NHANES; CDC: Atlanta, GA, 2006; www.cdc.gov/nchs/data/nhanes/nhanes-03-04/nhanes-analytic-guidelines-dec-2005. pdf.
42. Continuous NHANES Web Tutorial: Specifying Weighting Parameters; CDC: Atlanta, GA, 2010; www.cdc.gov/nchs/tutorials/Nhanes/ SurveyDesign/Weighting/ intro.htm.
43. Miller, R. G. Simultaneous Statistical Inference, 2 nd, ed.; Springer-Verlag: New York, 1981.
44. Benjamini, Y.; Hochberg, Y. Controlling the false discovery rate: A practical and powerful approach to multiple testing J. R. Stat. Soc. Ser. B, Stat. Methodol. 1995, 57, 289-300
45. Laboratory Procedure Manual: Urine Multi-Element ICP-DRC-MS; CDC: Atlanta, GA, 2006; www.cdc.gov/nchs/data/nhanes/nhanes-07-08/UHM-E-met.pdf.
46. Vesey, D. A. Transport pathways for cadmium in the intestine and kidney proximal tubule: Focus on the interaction with essential metals Toxicol. Lett. 2010, 198 (1) 13-9
47. Willett, W. C.; Howe, G. R.; Kushi, L. H. Adjustment for total energy intake in epidemiologic studies Am. J. Clin. Nutr. 1997, 65 (Suppl) 1220S-1228S
48. Census 2000; U.S. Census Bureau: Washington, DC, 2001; www2.census.gov/census-2000/datasets/demographic-profile/0-National-Summary/ 2khus.pdf.
49. Mielke, H. W.; Gonzales, C. R.; Smith, M. K.; Mielke, P. W. Quantities and associations of lead, zinc, cadmium, manganese, chromium, nickel, vanadium, and copper in fresh Mississippi delta alluvium and New Orleans alluvial soils Sci. Total Environ. 2000, 246, 249-259
50. Murray, K. S.; Rogers, D. T.; Kaufman, M. M. Heavy metals in an urban watershed in Southeastern Michigan J. Environ. Qual. 2004, 33, 163-172
51. Diwara, M. M.; Litt, J. S.; Unis, D.; Alfonso, N.; Martinez, L.; Crock, J. G.; Smith, D. B.; Carsella, J. Arsenic, Cd, lead, and mercury in surface soils, Pueblo, Colorado Environ. Geochem. Health 2006, 28, 297-315
52. NHANES 2003-2004. CDC: Atlanta, GA, 2011; www.cdc.gov/nchs/nhanes/ nhanes2003-2004/nhanes03-04.htm.
53. Liao, D. Collinearity diagnostics for complex survey data. PhD Dissertation. University of Maryland, College Park, MD, 2010.