Abstract
Perchlorate, nitrate and thiocyanate are ubiquitous in the environment, and human exposure to these chemicals is accurately measured in urine. Biomarkers of these chemicals represent a person's recent exposure, however, little is known on the temporal variability of the use of a single measurement of these biomarkers. Healthy Hispanic and Black children (6–10-year-old) donated urine samples over 6 months. To assess temporal variability, we used three statistical methods (n=29; 153 urine samples): intraclass correlation coefficient (ICC), Spearman's correlation coefficient between concentrations measured at different timepoints and surrogate category analysis to assess how well tertile ranking by a single biomarker measurement represented the average concentration over 6 months. The ICC measure of reproducibility was poor (0.10–0.12) for perchlorate, nitrate and iodide; and fair for thiocyanate (0.36). The correlations for each biomarker across multiple sampling times ranged from 0.01–0.57. Surrogate analysis showed consistent results for almost every surrogate tertile. Results demonstrate fair temporal reliability in the spot urine concentrations of the three NIS inhibitors and iodide. Surrogate analysis show that single-spot urine samples reliably categorize participant's exposure providing support for the use of a single sample as an exposure measure in epidemiological studies that use relative ranking of exposure.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 6 print issues and online access
$259.00 per year
only $43.17 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Amitai Y., Winston G., Sack J., Wasser J., Lewis M., Blount B.C., Valentin-Blasini L., Fisher N., Israeli A., and Leventhal A. Gestational exposure to high perchlorate concentrations in drinking water and neonatal thyroxine levels. Thyroid 2007: 17: 843–850.
Anderson S., Karmisholt J., and Laurberg P. Variation in iodine excretion in healthy individuals. In: Preedy V., Burrow G., and Watson R. (Eds.). Comprehensive Handbook of Iodine: Nutritional, Biochemical, Pathological and Therapeutic Aspects. Academic Press, Boston, MA, 2009, pp. 421–428.
Barr D.B., Wilder L.C., Caudill S.P., Gonzalez A.J., Needham L.L., and Pirkle J.L. Urinary creatinine concentrations in the U.S. population: implications for urinary biologic monitoring measurements. Environ Health Perspect 2005: 113: 192–200.
Blount B.C., Pirkle J.L., Osterloh J.D., Valentin-Blasini L., and Caldwell K.L. Urinary perchlorate and thyroid hormone levels in adolescent and adult men and women living in the United States. Environ Health Perspect 2006a: 114: 1865–1871.
Blount B.C., Rich D.Q., Valentin-Blasini L., Lashley S., Ananth C.V., Murphy E., Smulian J.C., Spain B.J., Barr D.B., Ledoux T., Hore P., and Robson M. Perinatal exposure to perchlorate. thiocyanate, and nitrate in New Jersey mothers and newborns. Environ Sci Technol 2009: 43: 7543–7549.
Blount B.C., and Valentin-Blasini L. Analysis of perchlorate, thiocyanate, nitrate and iodide in human amniotic fluid using ion chromatography and electrospray tandem mass spectrometry. Anal Chim Acta 2006: 567: 87–93.
Blount B.C., Valentin-Blasini L., and Ashley D. Assessing human exposure to perchlorate using biomonitoring. J ASTM Int 2006b: 3: 3004–30010.
Blount B.C., Valentin-Blasini L., Osterloh J.D., Mauldin J.P., and Pirkle J.L. Perchlorate exposure of the US Population, 2001–2002. J Expo Sci Environ Epidemiol 2007: 17: 400–407.
Brauer V.F., Below H., Kramer A., Fuhrer D., and Paschke R. The role of thiocyanate in the etiology of goiter in an industrial metropolitan area. Eur J Endocrinol 2006: 154: 229–235.
Braverman L.E., He X., Pino S., Cross M., Magnani B., Lamm S.H., Kruse M.B., Engel A., Crump K.S., and Gibbs J.P. The effect of perchlorate, thiocyanate, and nitrate on thyroid function in workers exposed to perchlorate long-term. J Clin Endocrinol Metab 2005: 90: 700–706.
Braverman L.E., Pearce E.N., He X., Pino S., Seeley M., Beck B., Magnani B., Blount B.C., and Firek A. Effects of six months of daily low-dose perchlorate exposure on thyroid function in healthy volunteers. J Clin Endocrinol Metab 2006: 91: 2721–2724.
Braverman L.E., and Utiger R. Werner and Ingbar's The Thyroid: A Fundamental and Clinical Text. Lippincott Williams & Wilkins, Philadelphia, PA, 2005, pp. 719.
Cao Y., Blount B.C., Valentin-Blasini L., Bernbaum J.C., Phillips T.M., and Rogan W.J. Goitrogenic anions, thyroid-stimulating hormone, and thyroid hormone in infants. Environ Health Perspect 2010: 118: 1332–1337.
Caudill S.P., Schleicher R.L., and Pirkle J.L. Multi-rule quality control for the age-related eye disease study. Stat Med 2008: 27: 4094–4106.
Chang S., Crothers C., Lai S., and Lamm S. Pediatric neurobehavioral diseases in Nevada counties with respect to perchlorate in drinking water: an ecological inquiry. Birth Defects Res A Clin Mol Teratol 2003: 67: 886–892.
Crump C., Michaud P., Tellez R., Reyes C., Gonzalez G., Montgomery E.L., Crump K.S., Lobo G., Becerra C., and Gibbs J.P. Does perchlorate in drinking water affect thyroid function in newborns or school-age children? J Occup Environ Med 2000: 42: 603–612.
Dasgupta P.K., Dyke J.V., Kirk A.B., and Jackson W.A. Perchlorate in the United States. Analysis of relative source contributions to the food chain. Environ Sci Technol 2006: 40: 6608–6614.
Fromme H., Bolte G., Koch H.M., Angerer J., Boehmer S., Drexler H., Mayer R., and Liebl B. Occurrence and daily variation of phthalate metabolites in the urine of an adult population. Int J Hyg Environ Health 2007: 210: 21–33.
Gatseva P.D., and Argirova M.D. Iodine status of children living in areas with high nitrate levels in water. Arch Environ Occup Health 2005: 60: 317–319.
Greer M.A., Goodman G., Pleus R.C., and Greer S.E. Health effects assessment for environmental perchlorate contamination: the dose response for inhibition of thyroidal radioiodine uptake in humans. Environ Health Perspect 2002: 110: 927–937.
Hauser R., Meeker J.D., Park S., Silva M.J., and Calafat A.M. Temporal variability of urinary phthalate metabolite levels in men of reproductive age. Environ Health Perspect 2004: 112: 1734–1740.
Hoppin J.A., Brock J.W., Davis B.J., and Baird D.D. Reproducibility of urinary phthalate metabolites in first morning urine samples. Environ Health Perspect 2002: 110: 515–518.
Huber D.R., Blount B.C., Mage D.T., Letkiewicz F.J., Kumar A., and Allen R.H. Estimating perchlorate exposure from food and tap water based on US biomonitoring and occurrence data. J Expo Sci Environ Epidemiol 2010: 21: 395–407.
Karmaus W., and Riebow J.F. Storage of serum in plastic and glass containers may alter the serum concentration of polychlorinated biphenyls. Environ Health Perspect 2004: 112: 643–647.
Kirk A.B., Dyke J.V., Martin C.F., and Dasgupta P.K. Temporal patterns in perchlorate, thiocyanate, and iodide excretion in human milk. Environ Health Perspect 2007: 115: 182–186.
Kirk A.B., Martinelango P.K., Tian K., Dutta A., Smith E.E., and Dasgupta P.K. Perchlorate and iodide in dairy and breast milk. Environ Sci Technol 2005: 39: 2011–2017.
Kirk A.B., Smith E.E., Tian K., Anderson T.A., and Dasgupta P.K. Perchlorate in milk. Environ Sci Technol 2003: 37: 4979–4981.
Lamm S.H. Perchlorate exposure does not explain differences in neonatal thyroid function between Yuma and Flagstaff. J Occup Environ Med 2003: 45: 1131–1132.
Laurberg P., Nohr S.B., Pedersen K.M., and Fuglsang E. Iodine nutrition in breast-fed infants is impaired by maternal smoking. J Clin Endocrinol Metab 2004: 89: 181–187.
Lawrence J., Lamm S., and Braverman L.E. Low dose perchlorate (3 mg daily) and thyroid function. Thyroid 2001: 11: 295.
Lawrence J.E., Lamm S.H., Pino S., Richman K., and Braverman L.E. The effect of short-term low-dose perchlorate on various aspects of thyroid function. Thyroid 2000: 10: 659–663.
Michajlovski N., and Langer P. The relation between thiocyanate formation and goitrogenic properties of foods. I. Preformed thiocyanate content of some foods. Z Physiol Chem 1958: 312: 26–30.
Murray C.W., Egan S.K., Kim H., Beru N., and Bolger P.M. US Food and Drug Administration's Total Diet Study: dietary intake of perchlorate and iodine. J Expo Sci Environ Epidemiol 2008: 18: 571–580.
National Academy of Sciences. Nitrate and Nitrite in Drinking Water. Subcommittee on Nitrate and Nitrite in Drinking WaterCommittee on Toxicology. Board on Environmental Studies and ToxicologyCommission on Life SciencesNational Research Council. National Academy Press, Washington, DC, 1995.
Ohira S., Kirk A.B., Dyke J.V., and Dasgupta P.K. Creatinine adjustment of spot urine samples and 24 h excretion of iodine, selenium, perchlorate, and thiocyanate. Environ Sci Technol 2008: 42: 9419–9423.
Pannala A.S., Mani A.R., Spencer J.P., Skinner V., Bruckdorfer K.R., Moore K.P., and Rice-Evans C.A. The effect of dietary nitrate on salivary, plasma, and urinary nitrate metabolism in humans. Free Radic Biol Med 2003: 34: 576–584.
Pearce E.N., Pino S., He X., Bazrafshan H.R., Lee S.L., and Braverman L.E. Sources of dietary iodine: bread, cows’ milk, and infant formula in the Boston area. J Clin Endocrinol Metab 2004: 89: 3421–3424.
Rasmussen L.B., Ovesen L., and Christiansen E. Day-to-day and within-day variation in urinary iodine excretion. Eur J Clin Nutr 1999: 53: 401–407.
Rosner B . Fundamentals of Biostatistics, 5th edn. Duxbury, Pacific Grove, CA, 2000.
Silva M.J., Slakman A.R., Reidy J.A., Preau Jr J.L., Herbert A.R., Samandar E., Needham L.L., and Calafat A.M. Analysis of human urine for fifteen phthalate metabolites using automated solid-phase extraction. J Chromatogr B Analyt Technol Biomed Life Sci 2004: 805: 161–167.
Steinmaus C., Miller M.D., and Smith A.H. Perchlorate in drinking water during pregnancy and neonatal thyroid hormone levels in California. J Occup Environ Med 2010: 52: 1217–1524.
Tajtakova M., Semanova Z., Tomkova Z., Szokeova E., Majoros J., Radikova Z., Sebokova E., Klimes I., and Langer P. Increased thyroid volume and frequency of thyroid disorders signs in schoolchildren from nitrate polluted area. Chemosphere 2006: 62: 559–564.
Teitelbaum S.L., Britton J.A., Calafat A.M., Ye X., Silva M.J., Reidy J.A., Galvez M.P., Brenner B.L., and Wolff M.S. Temporal variability in urinary concentrations of phthalate metabolites, phytoestrogens and phenols among minority children in the United States. Environ Res 2008: 106: 257–269.
Tellez T.R., Michaud C.P., Reyes A.C., Blount B.C., Van Landingham C.B., Crump K.S., and Gibbs J.P. Long-term environmental exposure to perchlorate through drinking water and thyroid function during pregnancy and the neonatal period. Thyroid 2005: 15: 963–975.
Valentin-Blasini L., Blount B.C., and Delinsky A. Quantification of iodide and sodium-iodide symporter inhibitors in human urine using ion chromatography tandem mass spectrometry. J Chromatogr A 2007: 1155: 40–46.
Vejbjerg P., Knudsen N., Perrild H., Laurberg P., Andersen S., Rasmussen L.B., Ovesen L., and Jorgensen T. Estimation of iodine intake from various urinary iodine measurements in population studies. Thyroid 2009: 19: 1281–1286.
Willett W. Nutritional Epidemiology, 2nd edn. Oxford University Press, New York, NY, 1998.
Acknowledgements
This research was supported by National Institute of Environmental Health Sciences (NIEHS)/National Cancer Institute ES012771; NIEHS ES12645; NIEHS/U.S. Environmental Protection Agency Children's Center Grants ES09584 and R827039, the New York Community Trust, and the Agency for Toxic Substances and Disease Registry 01A1ATSDR Grant no. ATU 300014 NYS Empire Clinical Research Investigator Program/CDC/Association of Teachers of Preventive Medicine; the Pediatric Environmental Health Fellowship HD049311.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no conflict of interest.
Additional information
Disclaimer
The findings and conclusions in this report are those of the authors and do not necessarily represent the views of the Centers for Disease Control and Prevention.
Rights and permissions
About this article
Cite this article
Mervish, N., Blount, B., Valentin-Blasini, L. et al. Temporal variability in urinary concentrations of perchlorate, nitrate, thiocyanate and iodide among children. J Expo Sci Environ Epidemiol 22, 212–218 (2012). https://doi.org/10.1038/jes.2011.44
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/jes.2011.44
Keywords
This article is cited by
-
Perchlorate in Water Supplies: Sources, Exposures, and Health Effects
Current Environmental Health Reports (2016)
-
The effects of perchlorate, nitrate, and thiocyanate on free thyroxine for potentially sensitive subpopulations of the 2001–2002 and 2007–2008 National Health and Nutrition Examination Surveys
Journal of Exposure Science & Environmental Epidemiology (2014)
-
Urinary perchlorate as a measure of dietary and drinking water exposure in a representative sample of the United States population 2001–2008
Journal of Exposure Science & Environmental Epidemiology (2013)