Gennings C, Carter W H, Carchman R A, Teuschler L K, Simmons J E, Carney E W
Department of Biostatistics, Virginia Commonwealth University, Richmond, 23298, USA.
Toxicol Sci. 2005 Dec;88(2):287-97. doi: 10.1093/toxsci/kfi275. Epub 2005 Aug 4.
Robust statistical methods are important to the evaluation of toxicological interactions (i.e., departures from additivity) among chemicals in a mixture. However, different concepts of joint toxic action as applied to the statistical analysis of chemical mixture toxicology data or as used in environmental risk assessment often appear to conflict with one another. A unifying approach for application of statistical methodology in chemical mixture toxicology research is based on consideration of change(s) in slope. If the slope of the dose-response curve of one chemical does not change in the presence of other chemicals, then there is no interaction between the first chemical and the others. Conversely, if the rate of change in the response with respect to dose of the first chemical changes in the presence of the other chemicals, then an interaction is said to exist. This concept of zero interaction is equivalent to the usual approach taken in additivity models in the statistical literature. In these additivity models, the rate of change in the response as a function of the i(th) chemical does not change in the presence of other chemicals in a mixture. It is important to note that Berenbaum's (1985, J. Theor. Biol. 114, 413-431) general and fundamental definition of additivity does not require the chemicals in the mixture to have a common toxic mode of action nor to have similarly shaped dose response curves. We show an algebraic equivalence between these statistical additivity models and the definition of additivity given by Berenbaum.
稳健的统计方法对于评估混合物中化学物质之间的毒理学相互作用(即偏离相加性)很重要。然而,应用于化学混合物毒理学数据统计分析或环境风险评估中的联合毒性作用的不同概念,往往似乎相互冲突。在化学混合物毒理学研究中应用统计方法的一种统一方法是基于对斜率变化的考虑。如果一种化学物质的剂量-反应曲线斜率在其他化学物质存在时不变,那么第一种化学物质与其他化学物质之间就没有相互作用。相反,如果在其他化学物质存在时,第一种化学物质的反应相对于剂量的变化率发生变化,那么就说存在相互作用。这种零相互作用的概念等同于统计文献中相加性模型通常采用的方法。在这些相加性模型中,作为第i种化学物质函数的反应变化率在混合物中存在其他化学物质时不会改变。需要注意的是,贝伦鲍姆(1985年,《理论生物学杂志》114卷,413 - 431页)对相加性的一般和基本定义并不要求混合物中的化学物质具有共同的毒性作用模式,也不要求具有相似形状的剂量反应曲线。我们展示了这些统计相加性模型与贝伦鲍姆给出的相加性定义之间的代数等价性。