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Cancer Dose-Response Modeling of Epidemiological Data on Worker Exposures to Aldrin and Dieldrin
Authors:Sielken  Robert L.  Bretzlaff  Robert S.  Valdez-Flores  Ciriaco  Stevenson  Donald E.  de Jong  Geert
Affiliation:(1) Sielken, Inc., 3833 Texas Avenue, Suite 230, Bryan, TX, 77802; Tel;(2) Dermigen Consulting Group, 908 NE 3rd Street, Smithville, TX, 78957; Tel;(3) Shell International B.V., P.O. Box 16, 2501 AN Den Haag, The Netherlands
Abstract:The paper applies classical statistical principles to yield new tools for risk assessment and makes new use of epidemiological data for human risk assessment. An extensive clinical and epidemiological study of workers engaged in the manufacturing and formulation of aldrin and dieldrin provides occupational hygiene and biological monitoring data on individual exposures over the years of employment and provides unusually accurate measures of individual lifetime average daily doses. In the cancer dose-response modeling, each worker is treated as a separate experimental unit with his own unique dose. Maximum likelihood estimates of added cancer risk are calculated for multistage, multistage-Weibull, and proportional hazards models. Distributional characterizations of added cancer risk are based on bootstrap and relative likelihood techniques. The cancer mortality data on these male workers suggest that low-dose exposures to aldrin and dieldrin do not significantly increase human cancer risk and may even decrease the human hazard rate for all types of cancer combined at low doses (e.g., 1 mgrg/kg/day). The apparent hormetic effect in the best fitting dose-response models for this data set is statistically significant. The decrease in cancer risk at low doses of aldrin and dieldrin is in sharp contrast to the U.S. Environmental Protection Agency's upper bound on cancer potency based on mouse liver tumors. The EPA's upper bound implies that lifetime average daily doses of 0.0000625 and 0.00625 mgrg/kg body weight/day would correspond to increased cancer risks of 0.000001 and 0.0001, respectively. However, the best estimate from the Pernis epidemiological data is that there is no increase in cancer risk in these workers at these doses or even at doses as large as 2 mgrg/kg/day.
Keywords:aldrin  dieldrin  epidemiology  occupational exposure  cancer dose-response modeling  proportional hazards  hormesis  distributional characterizations of added cancer risk
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