Methods for analyzing occupational cohort data with application to lung cancer in U.S. Uranium miners

Jerry Halpern, Alice S. Whittemore
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引用次数: 7

Abstract

We used two methods to examine how lung cancer death rates vary with cumulative exposures to radiation and tobacco among U.S. uranium miners. We assumed that exposures act proportionately on age-specific death rates among nonsmokers who are unexposed to uranium. The two methods produced similar results when death rate ratios were taken to be the product of radiation and tobacco effects. The estimates were discrepant when death rate ratios were taken to be the sum of radiation and tobacco effects. Both methods indicated better fit for the multiplicative model, as judged by the maximized loglikelihood values. Death rates estimated in this way for white males in the absence of mining and smoking increased only weakly with age. This weak relation suggests that our models of death rates fit poorly. It may be that cumulative exposures are inappropriate measures of the effects of radiation and tobacco on lung cancer death rates.

职业队列数据分析方法及其在美国铀矿工人肺癌研究中的应用
我们使用了两种方法来研究美国铀矿工人的肺癌死亡率是如何随着辐射和烟草的累积暴露而变化的。我们假设暴露对未暴露于铀的非吸烟者的年龄死亡率有成比例的影响。当死亡率比率被认为是辐射和烟草效应的产物时,这两种方法得出了类似的结果。当死亡率比率被认为是辐射和烟草影响的总和时,估计结果是不一致的。从对数似然值的最大值来判断,两种方法都更适合乘法模型。在没有采矿和吸烟的情况下,用这种方法估计的白人男性死亡率随着年龄的增长只有微弱的增长。这种弱关系表明我们的死亡率模型不太适合。可能累积暴露量并不是衡量辐射和烟草对肺癌死亡率影响的恰当方法。
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