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Principles and procedures for handling out-of-domain and indeterminate results as part of ICH M7 recommended (Q)SAR analyses.


ABSTRACT: The International Council for Harmonization (ICH) M7 guideline describes a hazard assessment process for impurities that have the potential to be present in a drug substance or drug product. In the absence of adequate experimental bacterial mutagenicity data, (Q)SAR analysis may be used as a test to predict impurities' DNA reactive (mutagenic) potential. However, in certain situations, (Q)SAR software is unable to generate a positive or negative prediction either because of conflicting information or because the impurity is outside the applicability domain of the model. Such results present challenges in generating an overall mutagenicity prediction and highlight the importance of performing a thorough expert review. The following paper reviews pharmaceutical and regulatory experiences handling such situations. The paper also presents an analysis of proprietary data to help understand the likelihood of misclassifying a mutagenic impurity as non-mutagenic based on different combinations of (Q)SAR results. This information may be taken into consideration when supporting the (Q)SAR results with an expert review, especially when out-of-domain results are generated during a (Q)SAR evaluation.

SUBMITTER: Amberg A 

PROVIDER: S-EPMC7500704 | biostudies-literature | 2019 Mar

REPOSITORIES: biostudies-literature

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Principles and procedures for handling out-of-domain and indeterminate results as part of ICH M7 recommended (Q)SAR analyses.

Amberg Alexander A   Andaya Roxanne V RV   Anger Lennart T LT   Barber Chris C   Beilke Lisa L   Bercu Joel J   Bower Dave D   Brigo Alessandro A   Cammerer Zoryanna Z   Cross Kevin P KP   Custer Laura L   Dobo Krista K   Gerets Helga H   Gervais Véronique V   Glowienke Susanne S   Gomez Stephen S   Van Gompel Jacky J   Harvey James J   Hasselgren Catrin C   Honma Masamitsu M   Johnson Candice C   Jolly Robert R   Kemper Raymond R   Kenyon Michelle M   Kruhlak Naomi N   Leavitt Penny P   Miller Scott S   Muster Wolfgang W   Naven Russell R   Nicolette John J   Parenty Alexis A   Powley Mark M   Quigley Donald P DP   Reddy M Vijayaraj MV   Sasaki Jennifer C JC   Stavitskaya Lidiya L   Teasdale Andrew A   Trejo-Martin Alejandra A   Weiner Sandy S   Welch Dennie S DS   White Angela A   Wichard Joerg J   Woolley David D   Myatt Glenn J GJ  

Regulatory toxicology and pharmacology : RTP 20181215


The International Council for Harmonization (ICH) M7 guideline describes a hazard assessment process for impurities that have the potential to be present in a drug substance or drug product. In the absence of adequate experimental bacterial mutagenicity data, (Q)SAR analysis may be used as a test to predict impurities' DNA reactive (mutagenic) potential. However, in certain situations, (Q)SAR software is unable to generate a positive or negative prediction either because of conflicting informati  ...[more]

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2016-05-05 | GSE46702 | GEO