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Modelling mesothelioma risk for workers assembling military gas masks [转贴 2008-03-30 20:41:33]  删除... 
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McDonald et al [1] present an updated analysis of a cohort of mostly women who made gas masks incorporating crocidolite asbestos between 1940 and 1944. They found a high risk of death from pleural and peritoneal mesothelioma, confirming the carcinogenicity of crocidolite, but during the last 8 years of follow-up there were no further deaths from mesothelioma (their Figure 1 and Table 3).

They noted that the mesothelioma

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<!-- Inject Script Filtered --> rate (number of mesothelioma per 100,000 person years at risk) did not continually increase with time since exposure, as is often believed, but levelled off after about 30 years. They attributed these observations on the mesothelioma rate to clearance of the fibres from the lung, although they recognised that the absence of deaths in the final years of follow-up could not be explained by clearance alone.

We agree with the authors that clearance of fibres from the lungs is not a viable explanation for all of their observations. To illustrate this we have modelled the risk with a few simplifying assumptions, in order to look at the time course of the predictions compared to the reported data. We calculated deaths from mesothelioma for a hypothetical group of women exposed a high concentration of crocidolite for one year starting at age 20, using the approach to estimating risks of mesothelioma outlined by US Health Effects Institute [2]. This model has been widely used to predict future risks for populations exposed to asbestos. We adjusted the multiplicative coefficient (i.e. nominal exposure level) to produce the same total number of mesothelioma as reported in total by McDonald et al (i.e. 65 mesothelioma).

Key issues to be taken into account when predicting risks of mesothelioma using standard models are the effects of competing deaths (implicitly adjusted for in observational studies) and clearance of fibres from the lung. Figure 1 shows the effects of these adjustments separately and in combination on the predicted annual deaths from mesothelioma. We adjusted for clearance by including a term to account for clearance of the fibres from the lung as recommended by Berry [3], assuming a clearance half- time of 20 years. Essentially, this model includes an exponential decay function to reduce the predicted annual risk. It represents the hypothesis that there is some progressive elimination of the crocidolite fibres from the lung. Information on risk of death from all causes by age was obtained from the UK Office of National Statistics.

It is clear that without including terms of clearance or competing causes of death the mesothelioma risk increases continuously. With only the clearance term in the model the predicted number of deaths is much lower and tends to plateau at about 1.8 deaths per year. Including competing causes of death rather than clearance causes the predicted number of deaths to peak in about 1990, when the age of those exposed would have been 70 years, and then decline rapidly. The combination of clearance and competing causes of death produces a pattern of predicted deaths from mesothelioma similar to that observed by McDonald and his co-workers, i.e. a rise in the predicted number of deaths, then relatively steady number of deaths each year between about 1970 and 1990 followed by a rapid decrease in the deaths per year. However, the model still predicts a number of mesothelioma deaths in the latter period of follow-up.

The inclusion of the elimination function and the competing cause mortality led to a reasonably good agreement with observed data in each period, as shown in Figure 2. In this figure, the observed number of mesothelioma are necessarily integers, whereas the predictions are not rounded to whole numbers. The difference between prediction and observed has been rounded to the nearest whole number. Our simplified model confirms that whereas the 揺limination factor?does suffice to reproduce the trend over the first eight periods, it does not account for the dearth of mesothelioma in the last 8 years.

We suggest that there might be at least two possible explanations for the absence of mesothelioma deaths in these later periods. 1. Those surviving into the final 8 years might be people who had least exposure among that workforce (e.g. they might have been people who left school in 1944 and thus were also relatively young and would therefore be in the final survivors). This would correspond to there essentially being two groups of people in the factory: one with high exposure and a second, younger group, with little or no exposure. 2. Alternatively, the elevated levels of respiratory cancer in the whole workforce might suggest that lung cancer, having a shorter latency [4], claimed the victims before mesothelioma did, i.e. some people with high exposure may have been at risk of both diseases and succumbed to the lung cancer earlier than mesothelioma.

分类: English
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