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迈向AOP应用——将测试与评估综合方法(IATA)应用于皮肤致敏管道工具的实现。

Towards AOP application--implementation of an integrated approach to testing and assessment (IATA) into a pipeline tool for skin sensitization.

作者信息

Patlewicz Grace, Kuseva Chanita, Kesova Antonia, Popova Ioanna, Zhechev Teodor, Pavlov Todor, Roberts David W, Mekenyan Ovanes

机构信息

DuPont Haskell Global Centers for Health and Environmental Sciences, 1090 Elkton Road, Newark, DE 19711, USA.

Laboratory of Mathematical Chemistry, University "Prof As Zlatarov", 1 Yakim Street, Bourgas, Bulgaria.

出版信息

Regul Toxicol Pharmacol. 2014 Aug;69(3):529-45. doi: 10.1016/j.yrtph.2014.06.001. Epub 2014 Jun 11.

Abstract

Since the OECD published the Adverse Outcome Pathway (AOP) for skin sensitization, many efforts have focused on how to integrate and interpret nonstandard information generated for key events in a manner that can be practically useful for decision making. These types of frameworks are known as Integrated Approaches to Testing and Assessment (IATA). Here we have outlined an IATA for skin sensitization which focuses on existing information including non testing approaches such as QSAR and read-across. The IATA was implemented into a pipeline tool using OASIS technology to provide a means of systematically collating and compiling relevant information which could be used in an assessment of skin sensitization potential. A test set of 100 substances with available skin sensitization information was profiled using the pipeline IATA. In silico and in chemico profiling information alone was able to correctly predict skin sensitization potential, with a preliminary accuracy of 73.85%. Information from other relevant endpoints (e.g., Ames mutagenicity) was found to improve the accuracy (to 87.6%) when coupled with a reaction chemistry mechanistic understanding. This pipeline platform could be useful in the assessment of skin sensitization potential and marks a step change in how non testing approaches can be practically applied.

摘要

自从经济合作与发展组织(OECD)发布了皮肤致敏的不良结局途径(AOP)以来,许多工作都集中在如何以一种对决策切实有用的方式整合和解释关键事件产生的非标准信息。这类框架被称为综合测试与评估方法(IATA)。在此,我们概述了一种针对皮肤致敏的IATA,它侧重于现有信息,包括非测试方法,如定量构效关系(QSAR)和类推法。该IATA被整合到一个使用OASIS技术的流程工具中,以提供一种系统整理和汇编相关信息的方法,这些信息可用于评估皮肤致敏潜力。使用该流程IATA对一组包含100种具有可用皮肤致敏信息的物质进行了分析。仅计算机模拟和化学分析信息就能正确预测皮肤致敏潜力,初步准确率为73.85%。当结合反应化学机理理解时,发现来自其他相关终点(如Ames致突变性)的信息可提高准确率(至87.6%)。这个流程平台在评估皮肤致敏潜力方面可能会很有用,标志着非测试方法在实际应用方面迈出了重大变革。

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