Estimating lifetime risk from spot biomarker data and intraclass correlation coefficients (ICC)

Journal of Toxicology and Environmental Health - Part A: Current Issues

Volumn 76, Issue 12, 2013, Pages 747-766

  Pleil, Joachim D ^a   Sobus, Jon R ^a  

^a U S ENVIRONMENTAL PROTECTION AGENCY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL MARKER; PYRENE;

ARTICLE; BIOLOGICAL MONITORING; CALCULATION; CANCER RISK; CORRELATION COEFFICIENT; ENVIRONMENTAL EXPOSURE; HEALTH HAZARD; HUMAN; LIFESPAN; LONG TERM EXPOSURE; NUTRITION; POPULATION RISK; PRIORITY JOURNAL; RISK ASSESSMENT; VARIANCE;

BIOLOGICAL MARKERS; CARCINOGENS, ENVIRONMENTAL; ENVIRONMENTAL EXPOSURE; ENVIRONMENTAL MONITORING; HUMANS; NEOPLASMS; RISK ASSESSMENT;

EID: 84883514731     PISSN: 15287394     EISSN: 10872620     Source Type: Journal    
DOI: 10.1080/15287394.2013.821394     Document Type: Article

References (46)

1. Andersen, M. E., Al-Zoughool, M., Croteau, M., Westphal, M., and Krewski, D. 2010. The future of toxicity testing. J. Toxicol. Environ. Health B 13: 163-196.
2. Angerer, J., Aylward, L. L., Hays, S. M., Heinzow, B., and Wilhelm, M. 2011. Human biomonitoring assessment values: Approaches and data requirements. Int. J. Hyg. Environ. Health 214: 348-360.
3. Ankley, G. T., Bennett, R. S., Erickson, R. J., Hoff, D. J., Hornung, M. W., Johnson, R. D., Mount, D. R., Nichols, J. W., Russom, C. L., Schmieder, P. K., Serrrano, J. A., Tietge, J. E., and Villeneuve, D. L. 2010. Adverse outcome pathways: A conceptual framework to support ecotoxicology research and risk assessment. Environ. Toxicol. Chem. 29: 730-741.
4. Aylward, L. L., Kirman, C. R., Adgate, J. L., McKenzie, L. M., and Hays, S. M. 2012a. Interpreting variability in population biomonitoring data: Role of elimination kinetics. J. Expos. Sci. Environ. Epidemiol. 22: 398-408.
5. Aylward, L. L., Kirman, C. R., Schoeny, R., Portier, C. J., and Hays, S. M. 2012b. Evaluation of biomonitoring data from the CDC National Exposure Report in a Risk Assessment Context: Perspectives across chemicals. Environ. Health Perspect. 121: 287-294
6. Becker, R.A., Hays, S. M., Robison, S., and Aylward, L. L. 2012. Development of screening tools for the interpretation of chemical biomonitoring data. J. Toxicol. 2012: 941082.
7. Bereznicki, S. D., Sobus, J. R., Vette, A. F., Stiegel, M. A., and Williams, R. W. 2012. Assessing spatial and temporal variability of VOCs and PM-components in outdoor air during the Detroit Exposure and Aerosol Research Study (DEARS). Atmos. Environ. 61: 159-168.
8. Brunekreef, B. 2008. Environmental epidemiology and risk assessment. Toxicol. Lett. 180: 118-122.
9. Chen, C. J., Chen, C. W., Wu, M. M., and Kuo, T. L. 1992. Cancer potential in liver, lung, bladder and kidney due to ingested inorganic arsenic in drinking water. Br. J. Cancer 66: 888-892.
10. Chiu, H.-F., Tsai, S.-S., Chen, P.-S., Liao, Y.-H., Liou, S.-H., Wu, T.-N., and Yang, C.-Y. 2011. Traffic air pollution and risk of death from gastric cancer in Taiwan: Petrol station density as an indicator of air pollutant exposure. J. Toxicol. Environ. Health A 74: 1215-1224.
11. Crawford-Brown, D. J. 1997. Theoretical and mathematical foundations of human health risk analysis: Biophysical theory of environmental health science. Dordrecht, The Netherlands: Kluwer Academic.
12. Curl, C. L., Fenske, R. A., and Elgethun, K. 2003. Organophosphorus pesticide exposure of urban and suburban preschool children with organic and conventional diets. Environ. Health Perspect. 111: 377-382. (Pubitemid 36395205)
13. Frazier, E. L., McCurdy, T., Williams, R., Linn, W. S., and George, B. J. 2009. Intra- and inter-individual variability in location data for two U.S. health-compromised elderly cohorts. J. Expos. Sci. Environ. Epidemiol. 19: 580-592.
14. Hays, S. M., and Aylward, L. L. 2012. Interpreting human biomonitoring data in a public health risk context using biomonitoring equivalents. Int. J. Hyg. Environ. Health 215: 145-148.
15. Hays, S. M., Aylward, L. L., Driver, J., Ross, J., and Kirman, C. 2012. 2,4-D exposure and risk assessment: Comparison of external dose and biomonitoring based approaches. Regul. Toxicol. Pharmacol. 64: 481-489.
16. Lin, Y. S., Kupper, L. L., and Rappaport, S. M. 2005. Air samples versus biomarkers for epidemiology. Occup. Environ. Med. 62: 750-760. (Pubitemid 41565009)
17. Lin, Y.-S., Caffrey, J. L., Lin, J.-W., Bayliss, D., Faramawi, F., Bateson, T. F., and Sonawane, B. 2013. Increased risk of cancer mortality associated with cadmium exposures inn older americans with low zinc intake. J. Toxicol. Environ. Health A 76: 1-15.
18. Lu, C., Schenck, F. J., Pearson, M. A., and Wong, J. W, 2010. Assessing children's dietary pesticide exposure: direct measurement of pesticide residues in 24-hr duplicate food samples. Environ. Health Perspect. 118: 1625-1630.
19. Nachman, K. E., Fox, M. A., Sheehan, M. C., Burke, T. A., Rodricks, J. V., and Woodruff, T. J. 2011. Leveraging epidemiology to improve risk assessment. Open Epidemiol. J. 4: 3-29.
20. Perera, F. P. 1997. Environment and cancer: Who are susceptible? Science 278: 1068-1073. (Pubitemid 27517877)
21. Pleil, J. D. 2009. Influence of systems biology response and environmental exposure level on between-subject variability in breath and blood biomarkers. Biomarkers 14: 560-571.
22. Pleil, J. D. 2012. Categorizing biomarkers of the human exposome and developing metrics for assessing environmental sustainability. J. Toxicol. Environ. Health B 15: 264-280.
23. Pleil, J. D., Fisher, J. W., and Lindstrom, A. B. 1998. Trichloroethene levels in human blood and exhaled breath from controlled inhalation exposure. Environ. Health Perspect. 106: 573-580. (Pubitemid 28495433)
24. Pleil, J. D., Kim, D., Prah, J. D., and Rappaport, S. M. 2007. Exposure reconstruction for reducing uncertainty in risk assessment: Example using MTBE biomarkers and a simple pharmacokinetic model. Biomarkers 12: 331-348. (Pubitemid 46952297)
25. Pleil, J.D., Sobus, J. R., Sheppard, P.R., Ridenour, G., and Witten, M. L. 2012a. Strategies for evaluating the environment-public health interaction of long-term latency disease: The quandary of the inconclusive case-control study. Chem. Biol. Interact. 196: 68-78.
26. Pleil, J. D., Vette, A. F., Johnson, B. A., and Rappaport, S. M. 2004. Air levels of carcinogenic polycyclic aromatic hydrocarbons after the World Trade Center disaster. Proc. Natl. Acad. Sci. USA 101: 11685-11688. (Pubitemid 39095356)
27. Pleil, J. D., Williams, M. A., and Sobus, J. R. 2012b. Chemical safety for sustainability (CSS): Human in vivo biomonitoring data for complementing results from in vitro toxicology - A commentary. Toxicol. Lett. 215: 201-207.
28. Pope, C. A., 3rd, Burnett, R. T., Thun, M. J., Calle, E. E., Krewski, D., Ito, K., and Thurston, G. D. 2002. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. J. Am. Med. Assoc. 287: 1132-1141. (Pubitemid 34252082)
29. Prüss-Üstün, A., and Corvalán, C. 2006. Preventing disease through healthy environments. Towards an estimate of the environmental burden of disease. Geneva, Switzerland: World Health Organization.
30. Rappaport, S. M., and Kupper, L. L. 2008. Quantitative exposure assessment. El Cerrito, CA: Stephen Rappaport.
31. Rappaport, S. M., and Smith, M. T. 2010. Epidemiology. Environment and disease risks. Science 330: 460-461.
32. Rodes, C. E., Lawless, P. A., Thornburg, J. W., Williams, R. W., and Croghan, C. W. 2010. DEARS particulate matter relationships for personal, indoor, outdoor, and central site settings for a general population. Atmos. Environ. 44: 1386-1399.
33. Roth, E., Selinski, S., Schikowsky, C., Seidel, T., Volkert, F., Blaszkewicz, M., Hengstler, J. G., and Golka, K. 2012. Bladder cancer survival in a former industrial area in Saxony-Anhalt, Germany. J. Toxicol. Environ. Health A 75: 1216-1225.
34. Sexton, K., Adgate, J. L., Church, T. R., Ashley, D. L., Needham, L. L., Ramachandran, G., Fredrickson, A. L., and Ryan, A. D. 2005. Children's exposure to volatile organic compounds as determined by longitudinal measurements in blood. Environ. Health Perspect. 113: 342-349. (Pubitemid 40450669)
35. Sexton, K., and Ryan, A. D. 2012. Using exposure biomarkers in children to compare between-child and within-child variance and calculate correlations among siblings for multiple environmental chemicals. J. Expos. Sci. Environ. Epidemiol. 22: 16-23.
36. Sobus, J. R., McClean, M. D., Herrick, R. F., Waidyanatha, S., Nylander-French, L. A., Kupper, L. L., and Rappaport, S. M. 2009a. Comparing urinary biomarkers of airborne and dermal exposure to polycyclic aromatic compounds in asphalt-exposed workers. Ann. Occup. Hyg. 53: 561-571.
37. Sobus, J. R., McClean, M. D., Herrick, R. F., Waidyanatha, S., Onyemauwa, F., Kupper, L. L., and Rappaport, S. M. 2009b. Investigation of PAH biomarkers in the urine of workers exposed to hot asphalt. Ann. Occup. Hyg. 53: 551-560.
38. Sobus, J. R., Pleil, J. D., McClean, M. D., Herrick, R. F., and Rappaport, S. M. 2010. Biomarker variance component estimation for exposure surrogate selection and toxicokinetic inference. Toxicol. Lett. 199: 247-253.
39. Sobus, J. R., Tan, Y. M., Pleil, J. D., and Sheldon, L. S. 2011. A biomonitoring framework to support exposure and risk assessments. Sc.i Total Environ. 409: 4875-4884.
40. Steffen, C., Auclerc, M. F., Auvrignon, A., Baruchel, A., Kebaili, K., Lambilliotte, A., Leverger, G., Sommelet, D., Vilmer, E., Hemon, D., and Clavel, J. 2004. Acute childhood leukaemia and environmental exposure to potential sources of benzene and other hydrocarbons; A case-control study. Occup. Environ. Med. 61: 773-778. (Pubitemid 39185851)
41. Tan, Y., Dary, C. C., Chang, D., Ulrich, E. M., Van Emon, J. M., Xue, J., Pleil, J. D., Kenneke, J. F., Sobus, J., Sheldon, L. S., Morgan, M. K., Goldsmith, M., Tornero- Velez, R., Highsmith, R., Fortmann, R. C., Collette, T. W., and Zartarian, V. G. 2012a. Biomonitoring - An exposure science tool for exposure and risk assessment. Washington, DC: U.S. Environmental Protection Agency, EPA/600/R-12/039 (NTIS PB2012-112321).
42. Tan, Y. M., Sobus, J., Chang, D., Tornero- Velez, R., Goldsmith, M., Pleil, J., and Dary, C. 2012b. Reconstructing human exposures using biomarkers and other "clues". J. Toxicol. Environ. Health B 15: 22-38.
43. Tornero-Velez, R., Symanski, E., Kromhout, H., Yu, R. C., and Rappaport, S. M. 1997. Compliance versus risk in assessing occupational exposures. Risk Anal. 17: 279-292. (Pubitemid 27311264)
44. Vogt, R., Bennett, D., Cassady, D., Frost, J., Ritz, B., and Hertz-Picciotto, I., 2012. Cancer and non-cancer health effects from food contaminant exposures for children and adults in California: A risk assessment. Environ. Health 11: 83.
45. Williams, R., Case, M., Yeatts, K., Chen, F., Scott, J., Svendsen, E., and Devlin, R. 2008. Personal coarse particulate matter exposures in an adult cohort. Atmos. Environ. 42: 6743-6748.
46. Wolff, M. S., and Weston, A. 1997. Breast cancer risk andenvironmental exposures. Environ. Health Perspect. 105(suppl. 4): 891-896. (Pubitemid 27372977)