School of Public Health, Qingdao University, Qingdao, China.
School of Public Health, Sun Yat-sen University, Guangzhou, China.
Environ Pollut. 2021 Jan 1;268(Pt B):115733. doi: 10.1016/j.envpol.2020.115733. Epub 2020 Sep 28.
With numerous new chemicals introduced into the environment everyday, identification of their potential hazards to the environment and human health is a considerable challenge. Developing adverse outcome pathway (AOP) framework is promising in helping to achieve this goal as it can bring In Vitro testing into toxicity measurement and understanding. To explore the toxic mechanism underlying environmental chemicals via the AOP approach, an integration of adequate experimental data with systems biology understanding is preferred. Here, we describe a novel method to develop reliable and sensible AOPs that relies on chemical-gene interactions, toxicity pathways, molecular regulations, phenotypes, and outcomes information obtained from comparative toxicogenomics database (CTD) and Ingenuity Pathway Analysis (IPA). Using Benzo(a)pyrene (BaP), a highly studied chemical as a stressor, we identified the pivotal IPA toxicity pathways, the molecular initiating event (MIE), and candidate key events (KEs) to structure AOPs in the liver and lung, respectively. Further, we used the corresponding CTD information of multiple typical AHR-ligands, including 2,3,7,8-tetrachlorodibenzoparadioxin (TCDD), valproic acid, quercetin, and particulate matter, to validate our AOP networks. Our approach is likely to speed up AOP development as providing a time- and cost-efficient way to collect all fragmented bioinformation in published studies. It also facilitates a better understanding of the toxic mechanism of environmental chemicals, and potentially brings new insights into the screening of critical paths in the AOP network.
由于每天都有大量新的化学物质进入环境,因此识别它们对环境和人类健康的潜在危害是一项相当大的挑战。开发不良结局途径 (AOP) 框架有助于实现这一目标,因为它可以将体外测试纳入毒性测量和理解中。为了通过 AOP 方法探索环境化学物质的毒性机制,最好将足够的实验数据与系统生物学理解相结合。在这里,我们描述了一种开发可靠和敏感 AOP 的新方法,该方法依赖于化学-基因相互作用、毒性途径、分子调控、表型和从比较毒理学基因组数据库 (CTD) 和 IPA 获得的结果信息。使用苯并 (a) 芘 (BaP) 作为应激物,我们确定了 IPA 毒性途径的关键途径、分子起始事件 (MIE) 和候选关键事件 (KEs),分别构建了肝脏和肺部的 AOP。此外,我们使用了多个典型 AHR 配体的相应 CTD 信息,包括 2,3,7,8-四氯二苯并对二恶英 (TCDD)、丙戊酸、槲皮素和颗粒物,以验证我们的 AOP 网络。我们的方法可能会加快 AOP 的开发,因为它提供了一种省时、省钱的方法来收集已发表研究中所有碎片化的生物信息。它还有助于更好地理解环境化学物质的毒性机制,并有可能为 AOP 网络中的关键路径筛选带来新的见解。