Environ Health Perspect; DOI:10.1289/ehp.1307376
Urinary Cadmium as a Marker of Exposure in Epidemiological Studies
Scott V. Adams1 and Polly A. Newcomb1,2
1Cancer Prevention Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; 2Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
Citation: Adams SV, Newcomb PA. 2013. Urinary cadmium as a marker of exposure in epidemiological studies. Environ Health Perspect 121:A296; http://dx.doi.org/10.1289/ehp.1307376
The authors declare they have no actual or potential competing financial interests.
Published: 1 October 2013
Urinary cadmium (U-Cd) is commonly interpreted in epidemiological studies to measure cadmium accumulated in the kidney, and is thus used as a marker of long-term exposure. This concept is based primarily on occupational cohorts exposed to high Cd levels, and its generalization to populations chronically exposed to lower environmental Cd levels—primarily through tobacco and foods grown on contaminated soil—is of central importance to studies of health outcomes, including heart disease, cancer, kidney disease, and osteoporosis, that have been associated with Cd (Järup and Åkesson 2009). In their article, Chaumont et al. (2013) described complications with understanding Cd body burden from U-Cd. However, several items in the article would benefit from clarification.
Evidence presented by Chaumont et al. (2013) included stratified plots of log-transformed U-Cd with age, comparing men and women and, separately, by smoking status. The authors observed an approximately constant offset between current smokers and nonsmokers, which they interpreted to mean that the difference in U-Cd did not change with age—in contrast to the expectation based on U-Cd reflecting accumulation of Cd in the kidney. However, a constant offset between curves on a log-scale implies that the ratio, not the difference, is constant. Because the curves have generally upward trends, the difference in U-Cd between current smokers and nonsmokers must be increasing.
Furthermore, Figure 2 and Table 2 of Chaumont et al. (2013) showed higher mean U-Cd in former smokers compared with never-smokers over a range of ages, as expected if U-Cd reflects, at least in part, cumulative exposure. Nonetheless the authors stated, “We observed no differences … between former and never-smoker adults.” The difference did not reach statistical significance, which might be explained by the modest sample size and broad distribution of U-Cd in former smokers, who were more often male than never-smokers and who may have varied widely in smoking dose and may have quit smoking years before the study.
A more informative investigation of the association of U-Cd with smoking would use multivariate regression, controlling for these variables. Many studies from a variety of populations have demonstrated higher U-Cd in former smokers (Adams and Newcomb 2013; Adams et al. 2011; Gunier et al. 2013; McElroy et al. 2007; Olsson et al. 2002; Paschal et al. 2000).
Chaumont et al. (2013) concluded that estimates of dietary Cd intake from food contamination data might be more useful than U-Cd for exposure assessment. It seems unlikely that individual-level exposure measurement based on dietary recall would be superior to measurement of U-Cd whether U-Cd reflects long-term or recent exposure, or a combination. Chaumont et al. (2013) highlighted the importance of carefully considering human Cd physiology, particularly in children and adolescents. Clearly the relationship between U-Cd and Cd exposure is complex. Yet the results of Chaumont et al. do not warrant abandonment of U-Cd as a measure of environmental exposure for epidemiological studies.
Chaumont A, Voisin C, Deumer G, Haufroid V, Annesi-Maesano I, Roels H, et al. 2013. Associations of urinary cadmium with age and urinary proteins: further evidence of physiological variations unrelated to metal accumulation and toxicity. Environ Health Perspect 121:1047–1053; http://dx.doi.org/10.1289/ehp.1306607.
Gunier RB, Horn-Ross PL, Canchola AJ, Duffy CN, Reynolds P, Hertz A, et al. 2013. Determinants and within-person variability of urinary cadmium concentrations among women in northern California. Environ Health Perspect 121(6):643–649; http://dx.doi.org/10.1289/ehp.1205524.
McElroy JA, Shafer MM, Trentham-Dietz A, Hampton JM, Newcomb PA. 2007. Urinary cadmium levels and tobacco smoke exposure in women age 20–69 years in the United States. J Toxicol Environ Health A 70(20):1779–1782.
Olsson IM, Bensryd I, Lundh T, Ottosson H, Skerfving S, Oskarsson A. 2002. Cadmium in blood and urine—impact of sex, age, dietary intake, iron status, and former smoking—association of renal effects. Environ Health Perspect 110:1185–1190.
My Journal Shelf
EHP is now available on My Journal Shelf, a pilot project of the National Institute of Allergy and Infectious Diseases (NIAID) to provide quick access to current issues of scientific journals. Learn more about My Journal Shelf from NIAID.
EHP is proud to announce its 2013 Paper of the Year is “450K Epigenome-Wide Scan Identifies Differential DNA Methylation in Newborns Related to Maternal Smoking during Pregnancy” [Environ Health Perspect 120(10):1425–1431 (2012); doi:10.1289/ehp.1205412]. The Paper of the Year award is given to the most highly cited Research Article, Commentary, or Review Article published in the preceding 12 months.
Congratulations to authors Bonnie R. Joubert, Siri E. Håberg, Roy M. Nilsen, Xuting Wang, Stein E. Vollset, Susan K. Murphy, Zhiqing Huang, Cathrine Hoyo, Øivind Midttun, Lea A. Cupul-Uicab, Per M. Ueland, Michael C. Wu, Wenche Nystad, Douglas A. Bell, Shyamal D. Peddada, and Stephanie J. London.
Children’s Health Collection 2013 is now available for browsing and downloading. The collection includes everything we've published on children's health from October 2012 through September 2013—you'll find abstracts of peer-reviewed research articles, reviews, and commentaries, plus quick links to relevant news articles, editorials, and podcasts.
Environment and Health—
Bridging South, North, East and West
Basel, Switzerland 19–23 August 2013
Sign Up to Receive E-mail Alerts
Recent Advance Publications
- Within- and Between-Child Variation in Repeated Urinary Pesticide Metabolite Measurements over a 1-Year Period
- Diethylstilbestrol (DES)-Stimulated Hormonal Toxicity is Mediated by ERα Alteration of Target Gene Methylation Patterns and Epigenetic Modifiers (DNMT3A, MBD2, and HDAC2) in the Mouse Seminal Vesicle
- Anogenital Distance and Penile Length in Infants with Hypospadias or Cryptorchidism: Comparison with Normative Data
- DNA Methylation in Oocytes and Liver of Female Mice and Their Offspring: Effects of High-Fat-Diet–Induced Obesity
- Environmental Noise Pollution in the United States: Developing an Effective Public Health Response
- Enablers and Barriers to Large-Scale Uptake of Improved Solid Fuel Stoves: A Systematic Review
- Breastfeeding: A Potential Excretion Route for Mothers and Implications for Infant Exposure to Perfluoroalkyl Acids
- EHPNoonNews: SFGate—CDC issues report on restaurant food safety http://t.co/QRcSM3qjHm
- EHPNoonNews: FDA launches plan to phase out use of medically important antibiotics in food animals http://t.co/cwitGyIlFM
- EHPNoonNews: AFP—Japan to spend $970 million on nuclear soil storage http://t.co/WYL4CsJIKh
- EHPNoonNews: EPA seeks applicants for environmental education grants http://t.co/Ite27dVNx3
- EHPNoonNews: HudsonValleyNews—Concerns over fracking waste as deicer http:// http://t.co/NVGSQzlrjK Watch for related coverage in EHP News