Mechanistic integration of exposure and effects: advances to apply systems toxicology in support of regulatory decision-making

IF 4.6
Annie M. Jarabek , David E. Hines
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引用次数: 9

Abstract

Modernizing risk assessment methods that underlie risk management decisions developed to protect public and environmental health will require interdisciplinary dialog and communication. Alignment of exposures across traditional data streams such as data from in vivo laboratory animal and epidemiological or clinical studies, as well as integration of novel data types from emerging testing technologies and new methods of analysis, will improve causal inference. We propose a mechanistic scaffold that supports a source-to-outcome structure and an associated workflow pipeline which facilitates needed data curation and transparency regarding operational assumptions. The scaffold and workflow components enhance the utility and repurposing of data with the flexibility to support regulatory decision-making in a fit-for-purpose fashion. Efficient use of data based on this scaffold across various modeling approaches will promote “one health” characterization to improve, promote, and protect the health of all species and the environment. Associated data standards to facilitate leveraging and sharing of data will increase communication and collaboration across different disciplines to enable that end.

暴露和影响的机制整合:应用系统毒理学支持监管决策的进展
为保护公众和环境健康而制定的风险管理决策所依据的风险评估方法的现代化将需要跨学科的对话和沟通。跨传统数据流(如来自活体实验动物和流行病学或临床研究的数据)的暴露校准,以及来自新兴测试技术和新分析方法的新数据类型的整合,将改善因果推理。我们提出了一个支持源到结果结构的机制框架和一个相关的工作流管道,它促进了所需的数据管理和关于操作假设的透明度。脚手架和工作流组件增强了数据的实用性和重用性,并具有灵活性,可以以适合目的的方式支持监管决策。在各种建模方法中有效利用基于该支架的数据将促进“同一健康”特征,以改善、促进和保护所有物种和环境的健康。促进数据利用和共享的相关数据标准将增加不同学科之间的沟通和协作,从而实现这一目标。
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来源期刊
Current opinion in toxicology
Current opinion in toxicology Toxicology, Biochemistry
CiteScore
8.50
自引率
0.00%
发文量
0
审稿时长
64 days
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