Clewell Rebecca A, Leonard Jeremy A, Nicolas Chantel I, Campbell Jerry L, Yoon Miyoung, Efremenko Alina Y, McMullen Patrick D, Andersen Melvin E, Clewell Harvey J, Phillips Katherine A, Tan Yu-Mei
ScitoVation, LLC, Research Triangle Park, NC 27709, USA; 21st Century Tox Consulting, LLC, Chapel Hill, NC 27516, USA.
Oak Ridge Institute for Science and Education, Oak Ridge, TN 37831, USA.
Toxicol In Vitro. 2020 Aug;66:104855. doi: 10.1016/j.tiv.2020.104855. Epub 2020 Apr 8.
Advancements in measurement and modeling capabilities are providing unprecedented access to estimates of chemical exposure and bioactivity. With this influx of new data, there is a need for frameworks that help organize and disseminate information on chemical hazard and exposure in a manner that is accessible and transparent. A case study approach was used to demonstrate integration of the Adverse Outcome Pathway (AOP) and Aggregate Exposure Pathway (AEP) frameworks to support cumulative risk assessment of co-exposure to two phthalate esters that are ubiquitous in the environment and that are associated with disruption of male sexual development in the rat: di(2-ethylhexyl) phthalate (DEHP) and di-n-butyl phthalate (DnBP). A putative AOP was developed to guide selection of an in vitro assay for derivation of bioactivity values for DEHP and DnBP and their metabolites. AEPs for DEHP and DnBP were used to extract key exposure data as inputs for a physiologically based pharmacokinetic (PBPK) model to predict internal metabolite concentrations. These metabolite concentrations were then combined using in vitro-based relative potency factors for comparison with an internal dose metric, resulting in an estimated margin of safety of ~13,000. This case study provides an adaptable workflow for integrating exposure and toxicity data by coupling AEP and AOP frameworks and using in vitro and in silico methodologies for cumulative risk assessment.
测量和建模能力的进步使得人们能够以前所未有的方式获取化学物质暴露和生物活性的估计值。随着新数据的大量涌入,需要有框架来帮助以可获取且透明的方式组织和传播有关化学危害和暴露的信息。采用案例研究方法来展示不良结局途径(AOP)和累积暴露途径(AEP)框架的整合,以支持对环境中普遍存在且与大鼠雄性性发育紊乱有关的两种邻苯二甲酸酯共同暴露的累积风险评估:邻苯二甲酸二(2-乙基己基)酯(DEHP)和邻苯二甲酸二正丁酯(DnBP)。开发了一个假定的AOP,以指导选择体外试验,用于推导DEHP、DnBP及其代谢物的生物活性值。利用DEHP和DnBP的AEP来提取关键暴露数据,作为基于生理的药代动力学(PBPK)模型的输入,以预测体内代谢物浓度。然后,使用基于体外的相对效力因子将这些代谢物浓度进行合并,以便与内部剂量指标进行比较,得出的安全边际估计约为13000。本案例研究提供了一个可适应的工作流程,通过结合AEP和AOP框架,并使用体外和计算机模拟方法进行累积风险评估,来整合暴露和毒性数据。