Literature DB >> 23792263

The OSIRIS Weight of Evidence approach: ITS for skin sensitisation.

Emiel Rorije1, Tom Aldenberg, Harrie Buist, Dinant Kroese, Gerrit Schüürmann.   

Abstract

Within the EU FP6 project OSIRIS approaches to Integrated Testing Strategies (ITSs) were developed, with the aim to facilitate the use of non-test and non-animal testing information in regulatory risk assessment of chemicals. This paper describes an analytical Weight-of-Evidence (WoE) approach to an ITS for the endpoint of skin sensitisation. It specifically addresses the European chemicals legislation REACH, but the concept is readily applicable to ITS and WoE procedures in other regulatory frameworks, and for other toxicological endpoints. Bayesian statistics are applied to estimate the reliability of a conclusion on the sensitisation potential of a chemical, combining evidence from different information sources such as QSAR model predictions, in vitro and in vivo test results. The methodology allows for adaptation of the weight of individual information sources to account for the different levels of reliability of the individual ITS components. The calculated reliability of the WoE conclusion gives an objective, transparent and reproducible measure to decide if the information requirements for data evaluation are satisfied. Furthermore, in case the WoE is not sufficient, it gives the possibility to evaluate a priori if and how it will be possible to fulfil the information requirements with additional tests and/or model predictions.
Copyright © 2013 Elsevier Inc. All rights reserved.

Keywords:  Bayesian inference; ITS; Integrated Testing Strategy; REACH; Weight-of-Evidence; WoE

Mesh:

Substances:

Year:  2013        PMID: 23792263     DOI: 10.1016/j.yrtph.2013.06.003

Source DB:  PubMed          Journal:  Regul Toxicol Pharmacol        ISSN: 0273-2300            Impact factor:   3.271


  2 in total

1.  From "weight of evidence" to quantitative data integration using multicriteria decision analysis and Bayesian methods.

Authors:  Igor Linkov; Olivia Massey; Jeff Keisler; Ivan Rusyn; Thomas Hartung
Journal:  ALTEX       Date:  2015       Impact factor: 6.043

2.  In Silico Studies of Lamiaceae Diterpenes with Bioinsecticide Potential against Aphis gossypii and Drosophila melanogaster.

Authors:  Gabriela Cristina Soares Rodrigues; Mayara Dos Santos Maia; Andreza Barbosa Silva Cavalcanti; Natália Ferreira de Sousa; Marcus Tullius Scotti; Luciana Scotti
Journal:  Molecules       Date:  2021-02-02       Impact factor: 4.411

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.