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基于结合生物累积和降解的综合评价方法辅助的3D-QSAR的环境友好型氯酚(CP)衍生物的分子设计

Molecular design of environment-friendly chlorophenol (CP) derivatives based on 3D-QSAR assisted with a comprehensive evaluation method combining bioaccumulation and degradation.

作者信息

Sun Shuhai, Liu Zeyang, Li Qing, Li Yu

机构信息

School of Hydraulic and Environmental Engineering, Changchun Institute of Technology, Changchun, 130012, China.

MOE Key Laboratory of Resources and Environmental Systems Optimization, North China Electric Power University, Beijing, 102206, China.

出版信息

Environ Sci Pollut Res Int. 2023 Jul;30(35):83643-83656. doi: 10.1007/s11356-023-28322-1. Epub 2023 Jun 22.

Abstract

In this study, a chlorophenol (CP) 3D-QSAR model with a double activity (bioaccumulation and degradation) combination was established. 19 CPs were divided into a training set and test set according to the ratio of 4:1. The cross-validation coefficient (q) and non-cross-validation coefficient (R) of the model were 0.803 (> 0.5) and 0.925 (> 0.9), respectively, indicating a good stability and predictive ability of the 3D-QSAR. 2,4,6-trichlorophenol (2,4,6-TCP) was used as a target molecule, and 46 derivatives with low comprehensive effects were designed. Out of the 46 derivatives, 11 derivatives were screened to have the good insecticidal and preservative properties. From the perspective of the toxicity of zebrafish, 4 out of the 11 derivatives were found to have lower aquatic toxicity effects. Through the food chain simulation of cyanobacteria-daphnia-swamp-mandarin fish, it was found that the bioaccumulation effect of the four derivatives was lower than that of 2,4, 6-TCP. Finally, molecular dynamics simulation was conducted using 2-CHNH substituted derivatives, and it was found that the degradation effect by laccase (white rot fungi) was significantly improved in the presence of violuric acid, hydroxybenzotriazole, and syringaldehyde. This study can provide theoretical support for the development of environment-friendly technology for emerging pollutants.

摘要

在本研究中,建立了一个具有双重活性(生物累积和降解)组合的氯酚(CP)3D-QSAR模型。19种氯酚按照4:1的比例分为训练集和测试集。该模型的交叉验证系数(q)和非交叉验证系数(R)分别为0.803(>0.5)和0.925(>0.9),表明3D-QSAR具有良好的稳定性和预测能力。以2,4,6-三氯酚(2,4,6-TCP)为目标分子,设计了46种综合效应较低的衍生物。在这46种衍生物中,筛选出11种具有良好杀虫和防腐性能的衍生物。从斑马鱼毒性的角度来看,发现这11种衍生物中有4种具有较低的水生毒性效应。通过蓝藻-水蚤-泥鳅-鳜鱼的食物链模拟,发现这4种衍生物的生物累积效应低于2,4,6-TCP。最后,对2-CHNH取代衍生物进行了分子动力学模拟,发现在紫尿酸、羟基苯并三唑和丁香醛存在的情况下,漆酶(白腐真菌)的降解效果显著提高。本研究可为新兴污染物环境友好技术的开发提供理论支持。

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