Hygienic substantiation of calculating models for prognosis of toxicity of different classes insecticides (second part)

O. Vavrinevych, B. I. Shpak, A. Antonenko, S. Omelchuk, T. Zinchenko
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Abstract

. Hygienic substantiation of calculating models for prognosis of toxicity of different classes insecticides (second part). B.I., Zinchenko T.I. This work is the second part of our study to develop alternative experimental mathematic models for predecting toxicity of insecticides, where we carried out a statistical analysis and comparative estimation of the toxicometric parameters obtained experimentally and calculated according to the proposed equations. In the first stage calculations were carried out and the most reliable models were proposed. The purpose of the research is the scientific substantiation and statistical analysis of the calculation models for predicting the toxicity of insecticides of different classes. For research we took the insecticides of the following chemical classes: neonicotinoids, pyrethroids, organophosphorus compounds. Statistical analysis of the linear and nonlinear regression equations obtained for insecticides was conducted. The equations described the dependence of subthreshold doses in the chronic experiment of all insecticides, the median lethal doses at oral admission of pyrithoids and neonicotinoids from molecular weight; and toxicometry parameters of all insecticides and their individual groups (pyrithoids, neonicotinoids, organophosphorus compounds) on melting temperature and the octanol-water partition coefficient. On the basis of a comparison of the toxicometry parameters obtained experimentally (actual parameters) and calculated according to the proposed equations checking of possibility of using of the calculating models for predicting the danger of the investigated groups of insecticides was performed. For substantiated pairs of resultant and factorial variables for pyrethroids, neonicotinoids, and organophosphorus pesticides a reliable correlation was established (r actucal > r table at p = 0.05) or trend (r actucal > r table at p = 0.1). A good and very good consistency of the features selected for the calculations according to the Cronbach’s alpha (index ranged from 0.8 and above) was indicated. The developed algorithm makes it possible to significantly simplify the conduction of toxicological studies of the studied classes of insecticides.
不同类别杀虫剂毒性预测计算模型的卫生依据(下)
。不同类别杀虫剂毒性预测计算模型的卫生依据(下)。这项工作是我们开发杀虫剂早期毒性替代实验数学模型研究的第二部分,我们对实验获得的和根据所提出的方程计算的毒理学参数进行了统计分析和比较估计。在第一阶段进行了计算,并提出了最可靠的模型。本研究的目的是对不同种类杀虫剂毒性预测的计算模型进行科学验证和统计分析。为了研究,我们采用了以下化学类别的杀虫剂:新烟碱类,拟除虫菊酯,有机磷化合物。对得到的杀虫剂线性和非线性回归方程进行了统计分析。方程描述了慢性实验中所有杀虫剂的亚阈剂量、口服灭虫蜱和新烟碱类杀虫剂的中位致死剂量与分子质量的关系;各杀虫剂及其类群(拟虫类、新烟碱类、有机磷类)的溶化温度和辛醇-水分配系数的毒理学测定参数。在将实验得到的毒理学参数(实际参数)与所建方程计算的毒理学参数进行比较的基础上,对所建计算模型用于预测所调查杀虫剂类群危险性的可能性进行了检验。对于拟除虫菊酯、新烟碱类和有机磷农药的结果变量和因子变量对,建立了可靠的相关性(r实际> r表,p = 0.05)或趋势(r实际> r表,p = 0.1)。根据Cronbach 's alpha(指数范围为0.8及以上),选择用于计算的特征具有良好和非常好的一致性。所开发的算法可以大大简化所研究类别杀虫剂的毒理学研究的传导。
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