基于氮离子稳定性的局部QSAR模型支持ICH M7专家对伯芳烃胺致突变性的评审。

IF 2.7 4区 医学 Q2 GENETICS & HEREDITY
Ayaka Furukawa, Satoshi Ono, Katsuya Yamada, Nao Torimoto, Mahoko Asayama, Shigeharu Muto
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引用次数: 0

摘要

背景:芳香胺通常用作药物合成的中间体,可能具有诱变性,因此在药物开发中作为代谢物或杂质构成挑战。然而,使用市售的定量构效关系(QSAR)工具预测芳香胺的致突变性是困难的,通常需要专家审查。在这项研究中,我们开发了一个基于氮离子稳定性的共享QSAR工具。结果:使用内部芳香胺中间体的评估表明,我们的模型具有与商业QSAR工具相当的芳香胺突变性预测精度。取代基数目和位置的改变对芳香胺致突变性的影响成功地用氮离子稳定性的变化来解释。此外,案例研究表明,我们的QSAR工具可以支持定量指标的专家评审。结论:该局部QSAR工具可作为解释取代基对伯芳胺致突变性影响的定量支持工具。通过方法共享和标准化进一步完善,我们的工具可以支持国际人用药品技术要求协调委员会(ICH) M7定量指标专家审查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A local QSAR model based on the stability of nitrenium ions to support the ICH M7 expert review on the mutagenicity of primary aromatic amines.

A local QSAR model based on the stability of nitrenium ions to support the ICH M7 expert review on the mutagenicity of primary aromatic amines.

A local QSAR model based on the stability of nitrenium ions to support the ICH M7 expert review on the mutagenicity of primary aromatic amines.

A local QSAR model based on the stability of nitrenium ions to support the ICH M7 expert review on the mutagenicity of primary aromatic amines.

Background: Aromatic amines, often used as intermediates for pharmaceutical synthesis, may be mutagenic and therefore pose a challenge as metabolites or impurities in drug development. However, predicting the mutagenicity of aromatic amines using commercially available, quantitative structure-activity relationship (QSAR) tools is difficult and often requires expert review. In this study, we developed a shareable QSAR tool based on nitrenium ion stability.

Results: The evaluation using in-house aromatic amine intermediates revealed that our model has prediction accuracy of aromatic amine mutagenicity comparable to that of commercial QSAR tools. The effect of changing the number and position of substituents on the mutagenicity of aromatic amines was successfully explained by the change in the nitrenium ion stability. Furthermore, case studies showed that our QSAR tool can support the expert review with quantitative indicators.

Conclusions: This local QSAR tool will be useful as a quantitative support tool to explain the substituent effects on the mutagenicity of primary aromatic amines. By further refinement through method sharing and standardization, our tool can support the International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use (ICH) M7 expert review with quantitative indicators.

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来源期刊
Genes and Environment
Genes and Environment Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
4.00
自引率
0.00%
发文量
24
审稿时长
27 weeks
期刊介绍: Genes and Environment is an open access, peer-reviewed journal that aims to accelerate communications among global scientists working in the field of genes and environment. The journal publishes articles across a broad range of topics including environmental mutagenesis and carcinogenesis, environmental genomics and epigenetics, molecular epidemiology, genetic toxicology and regulatory sciences. Topics published in the journal include, but are not limited to, mutagenesis and anti-mutagenesis in bacteria; genotoxicity in mammalian somatic cells; genotoxicity in germ cells; replication and repair; DNA damage; metabolic activation and inactivation; water and air pollution; ROS, NO and photoactivation; pharmaceuticals and anticancer agents; radiation; endocrine disrupters; indirect mutagenesis; threshold; new techniques for environmental mutagenesis studies; DNA methylation (enzymatic); structure activity relationship; chemoprevention of cancer; regulatory science. Genetic toxicology including risk evaluation for human health, validation studies on testing methods and subjects of guidelines for regulation of chemicals are also within its scope.
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