Combining QSAR and SSD to predict aquatic toxicity and species sensitivity of pyrethroid and organophosphate pesticides.

IF 2.3 3区 环境科学与生态学 Q3 CHEMISTRY, MULTIDISCIPLINARY SAR and QSAR in Environmental Research Pub Date : 2024-07-01 Epub Date: 2024-09-04 DOI:10.1080/1062936X.2024.2389818
H Untersteiner, B Rippey, A Gromley, R Douglas
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Abstract

The widespread use of pyrethroid and organophosphate pesticides necessitates accurate toxicity predictions for regulatory compliance. In this study QSAR and SSD models for six pyrethroid and four organophosphate compounds using QSAR Toolbox and SSD Toolbox have been developed. The QSAR models, described by the formula 48 h-EC50 or 96 h-LC50 = x + y * log Kow, were validated for predicting 48 h-EC50 values for acute Daphnia toxicity and 96 h-LC50 values for acute fish toxicity, meeting criteria of n ≥10, r2 ≥0.7, and Q2 >0.5. Predicted 48 h-EC50 values for pyrethroids ranged from 3.95 × 10-5 mg/L (permethrin) to 8.21 × 10-3 mg/L (fenpropathrin), and 96 h-LC50 values from 3.89 × 10-5 mg/L (permethrin) to 1.68 × 10-2 mg/L (metofluthrin). For organophosphates, 48 h-EC50 values ranged from 2.00 × 10-5 mg/L (carbophenothion) to 3.76 × 10-2 mg/L (crufomate) and 96 h-LC50 values from 3.81 × 10-3 mg/L (carbophenothion) to 12.3 mg/L (crufomate). These values show a good agreement with experimental data, though some, like Carbophenothion, overestimated toxicity. HC05 values, indicating hazardous concentrations for 5% of species, range from 0.029 to 0.061 µg/L for pyrethroids and 0.030 to 0.072 µg/L for organophosphates. These values aid in establishing environmental quality standards (EQS). Compared to existing EQS, HC05 values for pyrethroids were less conservative, while those for organophosphates were comparable.

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结合 QSAR 和 SSD 预测拟除虫菊酯和有机磷农药的水生毒性和物种敏感性。
由于拟除虫菊酯和有机磷农药的广泛使用,有必要对其毒性进行准确预测,以符合法规要求。本研究利用 QSAR 工具箱和 SSD 工具箱开发了六种拟除虫菊酯和四种有机磷化合物的 QSAR 和 SSD 模型。根据 48 h-EC50 或 96 h-LC50 = x + y * log Kow 的公式描述,QSAR 模型对预测水蚤急性毒性的 48 h-EC50 值和鱼类急性毒性的 96 h-LC50 值进行了验证,符合 n ≥10、r2 ≥0.7、Q2 >0.5 的标准。拟除虫菊酯的 48 h-EC50 预测值范围为 3.95 × 10-5 mg/L(氯菊酯)至 8.21 × 10-3 mg/L(氰戊菊酯),96 h-LC50 预测值范围为 3.89 × 10-5 mg/L(氯菊酯)至 1.68 × 10-2 mg/L(甲氟菊酯)。有机磷的 48 h-EC50 值从 2.00 × 10-5 mg/L(氨苯硫磷)到 3.76 × 10-2 mg/L(克螨特)不等,96 h-LC50 值从 3.81 × 10-3 mg/L(氨苯硫磷)到 12.3 mg/L(克螨特)不等。这些数值与实验数据十分吻合,尽管有些数值(如羧基苯硫磷)高估了毒性。HC05 值表示 5%物种的有害浓度,拟除虫菊酯的 HC05 值为 0.029 至 0.061 µg/L,有机磷的 HC05 值为 0.030 至 0.072 µg/L。这些数值有助于制定环境质量标准 (EQS)。与现有的环境质量标准相比,拟除虫菊酯的 HC05 值较为保守,而有机磷的 HC05 值与之相当。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.20
自引率
20.00%
发文量
78
审稿时长
>24 weeks
期刊介绍: SAR and QSAR in Environmental Research is an international journal welcoming papers on the fundamental and practical aspects of the structure-activity and structure-property relationships in the fields of environmental science, agrochemistry, toxicology, pharmacology and applied chemistry. A unique aspect of the journal is the focus on emerging techniques for the building of SAR and QSAR models in these widely varying fields. The scope of the journal includes, but is not limited to, the topics of topological and physicochemical descriptors, mathematical, statistical and graphical methods for data analysis, computer methods and programs, original applications and comparative studies. In addition to primary scientific papers, the journal contains reviews of books and software and news of conferences. Special issues on topics of current and widespread interest to the SAR and QSAR community will be published from time to time.
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