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

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 ad...

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Autores principales: Myden, Alun, Stalford, Susanne A., Fowkes, Adrian, White, Emma, Hirose, Akihiko, Yamada, Takashi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556594/
https://www.ncbi.nlm.nih.gov/pubmed/37808440
http://dx.doi.org/10.1016/j.crtox.2023.100124
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author Myden, Alun
Stalford, Susanne A.
Fowkes, Adrian
White, Emma
Hirose, Akihiko
Yamada, Takashi
author_facet Myden, Alun
Stalford, Susanne A.
Fowkes, Adrian
White, Emma
Hirose, Akihiko
Yamada, Takashi
author_sort Myden, Alun
collection PubMed
description 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.
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spelling pubmed-105565942023-10-07 Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion Myden, Alun Stalford, Susanne A. Fowkes, Adrian White, Emma Hirose, Akihiko Yamada, Takashi Curr Res Toxicol Articles from the special issue on Invite 2023 edited by Thomas Knudsen 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. Elsevier 2023-09-15 /pmc/articles/PMC10556594/ /pubmed/37808440 http://dx.doi.org/10.1016/j.crtox.2023.100124 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Articles from the special issue on Invite 2023 edited by Thomas Knudsen
Myden, Alun
Stalford, Susanne A.
Fowkes, Adrian
White, Emma
Hirose, Akihiko
Yamada, Takashi
Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion
title Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion
title_full Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion
title_fullStr Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion
title_full_unstemmed Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion
title_short Enhancing developmental and reproductive toxicity knowledge: A new AOP stemming from glutathione depletion
title_sort enhancing developmental and reproductive toxicity knowledge: a new aop stemming from glutathione depletion
topic Articles from the special issue on Invite 2023 edited by Thomas Knudsen
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556594/
https://www.ncbi.nlm.nih.gov/pubmed/37808440
http://dx.doi.org/10.1016/j.crtox.2023.100124
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