Using splines to analyse latency in the Colorado Plateau uranium miners cohort.

M. Hauptmann, K. Berhane, B. Langholz, J. Lubin
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引用次数: 40

Abstract

BACKGROUND Different approaches have been proposed to investigate latency in epidemiologic studies where detailed exposure histories are available. METHODS We demonstrate the application of a flexible, yet parsimonious, spline function model to investigate latency patterns for radon progeny exposure and lung cancer in the Colorado Plateau uranium miners cohort. The model extends a previously proposed bilinear model. RESULTS The excess relative risk (ERR) reached a maximum of 0.6 per 100 working level months, for exposures received 14 years previously. The ERR then declined, and was estimated to approach zero for exposures received 35 years and more in the past. The point-wise 95% confidence intervals supported ERRs > 0 for the period 9-32 years before the event. The estimated latency curve was homogeneous across categories of attained age, duration of exposure, rate of exposure, and smoking. CONCLUSIONS The proposed spline model is a flexible tool for latency analyses, and extends previously used methods.
用样条分析科罗拉多高原铀矿工人队列的潜伏期。
背景:在有详细暴露史的流行病学研究中,已经提出了不同的方法来调查潜伏期。方法我们展示了一个灵活而简洁的样条函数模型的应用,以研究氡子代暴露和肺癌在科罗拉多高原铀矿工人队列中的潜伏期模式。该模型扩展了先前提出的双线性模型。结果14年前接触者的超相对危险度(ERR)最高为0.6 / 100个工作水平月。之后ERR下降,据估计,在过去35年及以上的暴露中ERR接近于零。逐点95%置信区间支持事件发生前9-32年的ERRs。估计的潜伏期曲线在达到年龄、暴露时间、暴露率和吸烟等类别中是均匀的。结论所提出的样条模型是一种灵活的延迟分析工具,并扩展了以前使用的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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