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芳香胺的机理定量构效关系:区分同环诱变剂和非诱变剂的新模型以及致癌物模型的验证

Mechanistic QSAR of aromatic amines: new models for discriminating between homocyclic mutagens and nonmutagens, and validation of models for carcinogens.

作者信息

Benigni Romualdo, Bossa Cecilia, Netzeva Tatiana, Rodomonte Andrea, Tsakovska Ivanka

机构信息

Health and Environment Department, Istituto Superiore di Sanita, Rome, Italy.

出版信息

Environ Mol Mutagen. 2007 Dec;48(9):754-71. doi: 10.1002/em.20355.

DOI:10.1002/em.20355
PMID:18008355
Abstract

Because of its environmental and industrial importance, the aromatic amines are the single chemical class most studied for its ability to induce mutations and cancer. The large database of mutagenicity and carcinogenicity results has been studied with Quantitative Structure-Activity Relationship (QSAR) approaches by several authors, leading to models for the following: (a) the mutagenic potency in Salmonella thyphimurium; (b) the carcinogenic potency in rodents; and (c) the discrimination between rodent carcinogens and noncarcinogens. However, satisfactory models for the discrimination between mutagens and nonmutagens are lacking. The present work provides new QSARs for mutagenic/nonmutagenic homocyclic aromatic amines in S. typhimurium strains TA98 and TA100. The two new models are validated by checking their ability to predict the mutagenicity of further aromatic amines not included in the training set, and not used to generate the QSAR models. In addition, we also validated previous QSAR models for the carcinogenicity/noncarcinogenicity of the aromatic amines with external data. The mechanistic implications of the models are discussed in light of the other QSARs for the aromatic amines. The results of the analysis point to two QSAR models (one for mutagenicity and one for rodent carcinogenicity) as reliable tools for the in silico characterization of the risk posed by the aromatic amines.

摘要

由于其在环境和工业方面的重要性,芳香胺是因具有诱导突变和致癌能力而研究最多的单一化学类别。几位作者已采用定量构效关系(QSAR)方法对大量的致突变性和致癌性结果数据库进行了研究,得出了以下模型:(a)鼠伤寒沙门氏菌中的诱变效力;(b)啮齿动物中的致癌效力;以及(c)啮齿动物致癌物与非致癌物之间的区分。然而,缺乏用于区分诱变剂和非诱变剂的令人满意的模型。本研究为鼠伤寒沙门氏菌TA98和TA100菌株中的诱变/非诱变同环芳香胺提供了新的QSAR。通过检验这两个新模型预测训练集中未包含且未用于生成QSAR模型的其他芳香胺的诱变性的能力,对其进行了验证。此外,我们还用外部数据验证了先前关于芳香胺致癌性/非致癌性的QSAR模型。结合其他芳香胺的QSAR,对这些模型的机理意义进行了讨论。分析结果表明,两个QSAR模型(一个用于诱变性,一个用于啮齿动物致癌性)是对芳香胺所构成风险进行计算机模拟表征的可靠工具。

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