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有机磷杀虫剂的定量构效关系(QSTR)研究。

Quantitative structure-toxicity relationship (QSTR) studies on the organophosphate insecticides.

机构信息

Faculty of Engineering, Chemical Engineering Department, Afyon Kocatepe University, Gazligol Yolu, 03200 Afyon, Turkey.

出版信息

Toxicol Lett. 2014 Nov 4;230(3):434-43. doi: 10.1016/j.toxlet.2014.08.016. Epub 2014 Aug 20.

Abstract

Organophosphate insecticides are the most commonly used pesticides in the world. In this study, quantitative structure-toxicity relationship (QSTR) models were derived for estimating the acute oral toxicity of organophosphate insecticides to male rats. The 20 chemicals of the training set and the seven compounds of the external testing set were described by means of using descriptors. Descriptors for lipophilicity, polarity and molecular geometry, as well as quantum chemical descriptors for energy were calculated. Model development to predict toxicity of organophosphate insecticides in different matrices was carried out using multiple linear regression. The model was validated internally and externally. In the present study, QSTR model was used for the first time to understand the inherent relationships between the organophosphate insecticide molecules and their toxicity behavior. Such studies provide mechanistic insight about structure-toxicity relationship and help in the design of less toxic insecticides.

摘要

有机磷杀虫剂是世界上最常用的杀虫剂。在这项研究中,建立了定量结构-毒性关系(QSTR)模型,用于估计有机磷杀虫剂对雄性大鼠的急性口服毒性。用描述符描述了 20 种训练集化学品和 7 种外部测试集化合物。计算了亲脂性、极性和分子几何形状的描述符,以及能量的量子化学描述符。使用多元线性回归对不同基质中有机磷杀虫剂毒性的预测进行了模型开发。对模型进行了内部和外部验证。在本研究中,首次使用 QSTR 模型来理解有机磷杀虫剂分子与其毒性行为之间的内在关系。此类研究提供了关于结构-毒性关系的机制见解,并有助于设计毒性较低的杀虫剂。

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