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

机译:癌症风险评估和20世纪70年代的稳定统计革命 - 反思

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摘要

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.
机译:在大约1960年之前,通常使用Noael-Safety因子方法对受到暴露于有毒物质(包括癌症风险)的风险评估,这基本上假设存在暴露阈值并低于阈值的暴露持续存在风险。在20世纪70年代,实现了癌症可以从单个细胞中的突变产生癌症,因此它不太可能存在可能导致这种突变的物质的阈值,并且风险可能随着暴露线性而增加。在此期间,环保局(EPA)成立并指控免受患有的环境癌症的高风险保护公众。面对这项艰巨的任务,EPA决定通过将统计模型拟合给剂量 - 反应癌症数据并使用拟合模型推断给低剂量来评估癌症风险。在一些早期的实验EPA中选择了这种配件的线性化多级模型,预测风险在低暴露时曝光程度线性增加。这种方法导致强调风险评估中的统计问题。如今,癌症风险评估指南取决于对物质的行动方式的理解,不同的方法。然而,对EPA的目前指南的经验审查表明,大多数癌症风险评估仍然遵循类似于40多年前启动的程序。

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  • 作者

    Kenny Crump;

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  • 年度 2018
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  • 原文格式 PDF
  • 正文语种 eng
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