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Global QSAR models of skin sensitisers for regulatory purposes

BACKGROUND: The new European Regulation on chemical safety, REACH, (Registration, Evaluation, Authorisation and Restriction of CHemical substances), is in the process of being implemented. Many chemicals used in industry require additional testing to comply with the REACH regulations. At the same ti...

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Autores principales: Chaudhry, Qasim, Piclin, Nadège, Cotterill, Jane, Pintore, Marco, Price, Nick R, Chrétien, Jacques R, Roncaglioni, Alessandra
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2913332/
https://www.ncbi.nlm.nih.gov/pubmed/20678184
http://dx.doi.org/10.1186/1752-153X-4-S1-S5
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author Chaudhry, Qasim
Piclin, Nadège
Cotterill, Jane
Pintore, Marco
Price, Nick R
Chrétien, Jacques R
Roncaglioni, Alessandra
author_facet Chaudhry, Qasim
Piclin, Nadège
Cotterill, Jane
Pintore, Marco
Price, Nick R
Chrétien, Jacques R
Roncaglioni, Alessandra
author_sort Chaudhry, Qasim
collection PubMed
description BACKGROUND: The new European Regulation on chemical safety, REACH, (Registration, Evaluation, Authorisation and Restriction of CHemical substances), is in the process of being implemented. Many chemicals used in industry require additional testing to comply with the REACH regulations. At the same time EU member states are attempting to reduce the number of animals used in experiments under the 3 Rs policy, (refining, reducing, and replacing the use of animals in laboratory procedures). Computational techniques such as QSAR have the potential to offer an alternative for generating REACH data. The FP6 project CAESAR was aimed at developing QSAR models for 5 key toxicological endpoints of which skin sensitisation was one. RESULTS: This paper reports the development of two global QSAR models using two different computational approaches, which contribute to the hybrid model freely available online. CONCLUSIONS: The QSAR models for assessing skin sensitisation have been developed and tested under stringent quality criteria to fulfil the principles laid down by the OECD. The final models, accessible from CAESAR website, offer a robust and reliable method of assessing skin sensitisation for regulatory use.
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spelling pubmed-29133322010-08-02 Global QSAR models of skin sensitisers for regulatory purposes Chaudhry, Qasim Piclin, Nadège Cotterill, Jane Pintore, Marco Price, Nick R Chrétien, Jacques R Roncaglioni, Alessandra Chem Cent J Proceedings BACKGROUND: The new European Regulation on chemical safety, REACH, (Registration, Evaluation, Authorisation and Restriction of CHemical substances), is in the process of being implemented. Many chemicals used in industry require additional testing to comply with the REACH regulations. At the same time EU member states are attempting to reduce the number of animals used in experiments under the 3 Rs policy, (refining, reducing, and replacing the use of animals in laboratory procedures). Computational techniques such as QSAR have the potential to offer an alternative for generating REACH data. The FP6 project CAESAR was aimed at developing QSAR models for 5 key toxicological endpoints of which skin sensitisation was one. RESULTS: This paper reports the development of two global QSAR models using two different computational approaches, which contribute to the hybrid model freely available online. CONCLUSIONS: The QSAR models for assessing skin sensitisation have been developed and tested under stringent quality criteria to fulfil the principles laid down by the OECD. The final models, accessible from CAESAR website, offer a robust and reliable method of assessing skin sensitisation for regulatory use. BioMed Central 2010-07-29 /pmc/articles/PMC2913332/ /pubmed/20678184 http://dx.doi.org/10.1186/1752-153X-4-S1-S5 Text en Copyright ©2010 Chaudhry et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Proceedings
Chaudhry, Qasim
Piclin, Nadège
Cotterill, Jane
Pintore, Marco
Price, Nick R
Chrétien, Jacques R
Roncaglioni, Alessandra
Global QSAR models of skin sensitisers for regulatory purposes
title Global QSAR models of skin sensitisers for regulatory purposes
title_full Global QSAR models of skin sensitisers for regulatory purposes
title_fullStr Global QSAR models of skin sensitisers for regulatory purposes
title_full_unstemmed Global QSAR models of skin sensitisers for regulatory purposes
title_short Global QSAR models of skin sensitisers for regulatory purposes
title_sort global qsar models of skin sensitisers for regulatory purposes
topic Proceedings
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2913332/
https://www.ncbi.nlm.nih.gov/pubmed/20678184
http://dx.doi.org/10.1186/1752-153X-4-S1-S5
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