Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion

IF 2.9 Q2 TOXICOLOGY Current Research in Toxicology Pub Date : 2023-01-01 DOI:10.1016/j.crtox.2023.100124
Alun Myden , Susanne A. Stalford , Adrian Fowkes , Emma White , Akihiko Hirose , Takashi Yamada
{"title":"Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion","authors":"Alun Myden ,&nbsp;Susanne A. Stalford ,&nbsp;Adrian Fowkes ,&nbsp;Emma White ,&nbsp;Akihiko Hirose ,&nbsp;Takashi Yamada","doi":"10.1016/j.crtox.2023.100124","DOIUrl":null,"url":null,"abstract":"<div><p>Integrated approaches to testing and assessments (IATAs) have been proposed as a method to organise new approach methodologies in order to replace traditional animal testing for chemical safety assessments. To capture the mechanistic aspects of toxicity assessments, IATAs can be framed around the adverse outcome pathway (AOP) concept. To utilise AOPs fully in this context, a sufficient number of pathways need to be present to develop fit for purpose IATAs. <em>In silico</em> approaches can support IATA through the provision of predictive models and also through data integration to derive conclusions using a weight-of-evidence approach. To examine the maturity of a developmental and reproductive toxicity (DART) AOP network derived from the literature, an assessment of its coverage was performed against a novel toxicity dataset. A dataset of diverse compounds, with data from studies performed according to OECD test guidelines TG-421 and TG-422, was curated to test the performance of an <em>in silico</em> model based on the AOP network – allowing for the identification of knowledge gaps within the network. One such gap in the knowledge was filled through the development of an AOP stemming from the molecular initiating event ‘glutathione reaction with an electrophile’ leading to male fertility toxicity. The creation of the AOP provided the mechanistic rationale for the curation of pre-existing structural alerts to relevant key events. Integrating this new knowledge and associated alerts into the DART AOP network will improve its coverage of DART-relevant chemical space. In addition, broadening the coverage of AOPs for a particular regulatory endpoint may facilitate the development of, and confidence in, robust IATAs.</p></div>","PeriodicalId":11236,"journal":{"name":"Current Research in Toxicology","volume":"5 ","pages":"Article 100124"},"PeriodicalIF":2.9000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556594/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Research in Toxicology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666027X23000221","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"TOXICOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Integrated approaches to testing and assessments (IATAs) have been proposed as a method to organise new approach methodologies in order to replace traditional animal testing for chemical safety assessments. To capture the mechanistic aspects of toxicity assessments, IATAs can be framed around the adverse outcome pathway (AOP) concept. To utilise AOPs fully in this context, a sufficient number of pathways need to be present to develop fit for purpose IATAs. In silico approaches can support IATA through the provision of predictive models and also through data integration to derive conclusions using a weight-of-evidence approach. To examine the maturity of a developmental and reproductive toxicity (DART) AOP network derived from the literature, an assessment of its coverage was performed against a novel toxicity dataset. A dataset of diverse compounds, with data from studies performed according to OECD test guidelines TG-421 and TG-422, was curated to test the performance of an in silico model based on the AOP network – allowing for the identification of knowledge gaps within the network. One such gap in the knowledge was filled through the development of an AOP stemming from the molecular initiating event ‘glutathione reaction with an electrophile’ leading to male fertility toxicity. The creation of the AOP provided the mechanistic rationale for the curation of pre-existing structural alerts to relevant key events. Integrating this new knowledge and associated alerts into the DART AOP network will improve its coverage of DART-relevant chemical space. In addition, broadening the coverage of AOPs for a particular regulatory endpoint may facilitate the development of, and confidence in, robust IATAs.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
增强发育和生殖毒性知识:谷胱甘肽耗竭引起的一种新的AOP。
综合测试和评估方法(IATA)已被提议作为一种组织新方法的方法,以取代传统的动物测试进行化学安全评估。为了捕捉毒性评估的机制方面,IATA可以围绕不良结果途径(AOP)概念进行构建。为了在这种情况下充分利用AOP,需要有足够数量的途径来开发适合目的的IATA。计算机方法可以通过提供预测模型以及通过数据集成来支持IATA,从而使用证据权重方法得出结论。为了检查文献中衍生的发育和生殖毒性(DART)AOP网络的成熟度,根据一个新的毒性数据集对其覆盖范围进行了评估。根据经合组织测试指南TG-421和TG-422进行的研究,策划了一个不同化合物的数据集,以测试基于AOP网络的计算机模型的性能,从而识别网络内的知识差距。其中一个知识空白是通过开发AOP来填补的,该AOP源于导致男性生育毒性的分子起始事件“谷胱甘肽与亲电试剂反应”。AOP的创建为管理相关关键事件的预先存在的结构警报提供了机械原理。将这些新知识和相关警报集成到DART AOP网络中,将提高其对DART相关化学空间的覆盖率。此外,扩大特定监管终点的AOP覆盖范围可能有助于制定强有力的IATA,并对其充满信心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Current Research in Toxicology
Current Research in Toxicology Environmental Science-Health, Toxicology and Mutagenesis
CiteScore
4.70
自引率
3.00%
发文量
33
审稿时长
82 days
期刊最新文献
Laying the groundwork: Exploring pesticide exposure and genetic factors in south-eastern Brazilian farmers. Efficacy of a hydrogen-oxygen generator in treating cigarette smoke-induced chronic obstructive pulmonary disease in rats. A simple, reliable and easily generalizable cell-based assay for screening potential drugs that inhibit lipid accumulation. The role of the gut microbiota and the nicotinate/nicotinamide pathway in rotenone-induced neurotoxicity. L-3-n-butylphthalide alleviates intermittent alcohol exposure-induced hypothalamic cell apoptosis via inhibiting the IRE1α-ASK1-JNK pathway in adolescent rats.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1