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水生麻醉的定量构效关系:综述

Quantitative Structure-Activity Relationships of Aquatic Narcosis: A Review.

作者信息

Adhikari Chandana, Mishra Bijay Kumar

机构信息

Centre of Studies in Surface Science and Technology, School of Chemistry, Sambalpur University, Jyoti Vihar, Odisha, 768019, India.

出版信息

Curr Comput Aided Drug Des. 2018;14(1):7-28. doi: 10.2174/1573409913666170711130304.

Abstract

BACKGROUND

Prior estimation of toxicity of each and every, existing and yet to be synthesized chemicals is a must to elude their adverse effect on the environment. Experimental determination of such parameters is time consuming, cost effective and above all, it demands the sacrifice of many vertebrates. At this end, the REACH regulations advocate for the use of non-testing predictive methods such as read-across, weight-of-evidence and QSAR (quantitative structure-activity relationship) techniques. Among these methods, QSAR is found to be the best as it is based on molecular structure only. The descriptors used in deriving the model in QSAR vary according to the nature of the narcotics as well as the species used for. The success of a model in predicting the toxicity of a narcotic purely depends on the type of descriptors selected that explains the structural features closely related to the property under study. In this review, we have focused on the different types of descriptors and QSAR models used to explain the narcosis phenomenon.

METHODS

Literature was scanned for acute toxicity of chemicals on species like tadpoles, protozoa, planktonic crustaceans, and small fishes like million fish, rainbow fish etc. from different sources. The toxicity and toxicants were classified considering their polarity and specific interactions of the compounds. Due to complex nature of the substrate, the mechanism of action of toxicant is uncertain. However, the overall results obtained from the biological study have been subjected to QSAR studies to obtain various models, which can provide some ideas on the mode of toxicological action. Different types of molecular descriptors derived both experimentally and theoretically have been used in the QSAR studies.

RESULTS

Mostly biochemicals have a specific signature on oil/water partition (Ko/w, P), which is the crux in biological activity. Accordingly, the toxicological activities have good correlations with log P. Addition of some more structural descriptors improves the structure-toxicity relationship. Among these, electronic descriptors like EHOMO, ELUMO and ΔE derived from molecular orbitals have been used in the QSAR. ELUMO describing the energy of excited species of the molecule is found to be the most suitable one. Other molecular descriptors used in the QSAR include constitutional, topological and Abraham's solute descriptors. The models derived from the QSAR studies were found to be highly significant to predict the toxicology as well as to throw light on the mechanism.

CONCLUSION

The best descriptor for aquatic narcosis is the KO/W or P. Addition of an electronic parameter (ELUMO) improves the QSAR to some extent. However, substitution of ELUMO by other class of molecular descriptors has also some statistical significance. To have a global QSAR model, in addition to P, some more appropriate descriptors are to be derived either experimentally or theoretically, latter being the more cost effective and easy in derivation.

摘要

背景

必须事先评估每一种现有及尚未合成的化学品的毒性,以避免它们对环境产生不利影响。通过实验测定这些参数既耗时又成本高昂,而且最重要的是,这需要牺牲许多脊椎动物。为此,《化学品注册、评估、授权和限制法规》提倡使用非测试预测方法,如类推法、证据权重法和定量构效关系(QSAR)技术。在这些方法中,QSAR被认为是最好的,因为它仅基于分子结构。QSAR模型中用于推导模型的描述符会根据麻醉品的性质以及所使用的物种而有所不同。一个模型在预测麻醉品毒性方面的成功纯粹取决于所选择的能够紧密解释与所研究性质密切相关的结构特征的描述符类型。在本综述中,我们重点关注了用于解释麻醉现象的不同类型的描述符和QSAR模型。

方法

从不同来源搜索有关化学品对蝌蚪、原生动物、浮游甲壳类动物以及诸如孔雀鱼、虹鳟鱼等小鱼的急性毒性的文献。根据化合物的极性和特定相互作用对毒性和毒物进行分类。由于底物的性质复杂,毒物的作用机制尚不确定。然而,从生物学研究中获得的总体结果已进行QSAR研究以获得各种模型,这些模型可以提供一些关于毒理学作用模式的见解。QSAR研究中使用了通过实验和理论推导得到的不同类型的分子描述符。

结果

大多数生化物质在油/水分配系数(Ko/w,P)上具有特定特征,这是生物活性的关键。因此,毒理学活性与log P具有良好的相关性。添加一些更多的结构描述符可改善结构 - 毒性关系。其中,从分子轨道导出的电子描述符,如EHOMO、ELUMO和ΔE已用于QSAR。发现描述分子激发态能量的ELUMO是最合适的。QSAR中使用的其他分子描述符包括组成描述符、拓扑描述符和亚伯拉罕溶质描述符。发现从QSAR研究中得出的模型对于预测毒理学以及阐明作用机制具有高度显著性。

结论

水生麻醉的最佳描述符是KO/W或P。添加一个电子参数(ELUMO)在一定程度上改善了QSAR。然而,用其他类别的分子描述符替代ELUMO也具有一定的统计学意义。为了获得一个通用的QSAR模型,除了P之外,还需要通过实验或理论推导得出一些更合适的描述符,后者成本效益更高且推导更容易。

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