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癌症风险评估与20世纪70年代的生物统计学革命——反思

Cancer Risk Assessment and the Biostatistical Revolution of the 1970s-A Reflection.

作者信息

Crump Kenny

机构信息

Ruston, LA, USA.

出版信息

Dose Response. 2018 Nov 22;16(4):1559325818806402. doi: 10.1177/1559325818806402. eCollection 2018 Oct-Dec.

Abstract

Before around 1960, assessment of risk from exposure to toxic substances, including risk of cancer, was generally implemented using the NOAEL-safety factor approach that essentially assumed that an exposure threshold existed and exposures below the threshold carried no risk. In the 1970s there came a realization that cancer could develop from a mutation in a single cell and consequently it was unlikely that a threshold existed for substances that could cause such mutations, and that risk could increase linearly with exposure. During this time the Environmental Protection Agency (EPA) was formed and charged with protecting the public from a perceived high risk of environmental cancer. Faced with this difficult task, EPA decided to assess cancer risk by fitting a statistical model to dose-response cancer data and extrapolating to low dose using the fitted model. After some early experimentation EPA selected the Linearized Multistage Model for this fitting, which predicted risk increased linearly with exposure at low exposures. This approach led to an increased emphasis on statistical issues in risk assessment. Today, cancer risk assessment guidelines allow for different approaches depending upon the understanding of a substance's mode of action. However, a review of EPA's experience with current guidelines indicates that most cancer risk assessments still follow procedures similar to those initiated more than 40 years ago.

摘要

在1960年左右之前,对接触有毒物质的风险(包括癌症风险)进行评估时,通常采用无观测不良效应水平-安全系数法,该方法基本上假定存在一个接触阈值,低于该阈值的接触没有风险。在20世纪70年代,人们认识到癌症可能由单个细胞的突变引发,因此对于可能导致此类突变的物质,不太可能存在一个阈值,而且风险可能随接触量呈线性增加。在此期间,美国环境保护局(EPA)成立,并负责保护公众免受环境癌症的高风险威胁。面对这项艰巨任务,EPA决定通过对剂量-反应癌症数据拟合统计模型并使用拟合模型外推至低剂量来评估癌症风险。经过一些早期试验后,EPA选择了线性化多阶段模型进行拟合,该模型预测在低接触水平下风险随接触量呈线性增加。这种方法导致在风险评估中更加重视统计问题。如今,癌症风险评估指南根据对物质作用方式的理解允许采用不同方法。然而,对EPA在现行指南方面经验的审查表明,大多数癌症风险评估仍遵循与40多年前开始时类似的程序。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/94de/6295697/38b75d18d1b8/10.1177_1559325818806402-fig1.jpg

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