利用全因子实验设计的3D-QSAR模型将六氯苯修饰为具有较低远程传输势的分子。

3区 生物学 Q1 Agricultural and Biological Sciences Advances in Marine Biology Pub Date : 2018-01-01 Epub Date: 2018-11-07 DOI:10.1016/bs.amb.2018.09.004
Meijin Du, Wenwen Gu, Xixi Li, Fuqiang Fan, Yu Li
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引用次数: 7

摘要

本研究通过三维定量构效关系(3D-QSAR)模型和全因子实验设计对六氯苯分子进行修饰,得到低迁移能力的六氯苯新分子。采用SYBLY-X 2.0软件,分别以12种氯苯(cb)同系物的辛醇-空气分配系数(KOA)实验数据为因变量,以cb的结构参数为自变量,构建了3D-QSAR模型(比较分子场分析(CoMFA)和比较分子相似指数分析(CoMSIA))。目标分子(六氯苯;利用210-3全因子实验设计方法分辨率V相关的3D-QSAR等高线图对HCB进行修饰,制备了11个修饰后的HCB分子,将单个氯原子(-Cl2)和三个氯原子(-Cl1、-Cl3和-Cl5)替换为正电基团(-COOH、-CN、-CF3、-COF、-NO2、-F、-CHF2、-ONO2和-SiF3),以增加logKOA。新分子具有与六氯环己烷基本相似的生物富集功能和毒性,但被发现更容易降解。2D-QSAR模型和分子对接技术表明,取代基的偶极矩和最高占据轨道能显著影响新分子的迁移和降解。对化合物进行长距离迁移的能力进行了评估。修改后的六氯苯分子(例如2-CN-HCB, 2-CF3-HCB、1-F-3-COOH-5-NO2-HCB 1-NO2-3-CN-5-CHF2-HCB和1-CN-3-F-5-NO2-HCB)从远程运输的潜力修改分子流动性相对较低类,和其余的运输潜力修改六氯苯分子(例如2-COOH-HCB, 2-COF-HCB 1-COF-3-ONO2-5-NO2-HCB, 1-F-3-CN-5-SiF3-HCB, 1-F-3-COOH-5-SiF3-HCB和1-CN-3-SiF3-5-ONO2-HCB)也显著降低。这些结果为设计基于HCB的环保分子提供了基础理论依据。
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Modification of Hexachlorobenzene to Molecules with Lower Long-Range Transport Potentials Using 3D-QSAR Models with a Full Factor Experimental Design.

In this study, the hexachlorobenzene molecule was modified by three-dimensional quantitative structure-activity relationship (3D-QSAR) models and a full factor experimental design to obtain new hexachlorobenzene molecules with low migration ability. The 3D-QSAR models (comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA)) were constructed by SYBLY-X 2.0 software, using experimental data of octanol-air partition coefficients (KOA) for 12 chlorobenzenes (CBs) congeners as the dependent variable, and the structural parameters of CBs as independent variables, respectively. A target molecule (hexachlorobenzene; HCB: its long-distance migration capability leads to pollution of the marine environment in Antarctic and Arctic) was modified using the 3D-QSAR contour maps associated with resolution V of the 210-3 full-factorial experimental design method, and 11 modified HCB molecules were produced with a single chlorine atom (-Cl2) and three chlorine atoms (-Cl1, -Cl3, and -Cl5) replaced with electropositive groups (-COOH, -CN, -CF3, -COF, -NO2, -F, -CHF2, -ONO2, and -SiF3) to increase the logKOA. The new molecules had essentially similar biological enrichment functions and toxicities as HCB but were found to be more easily degraded. A 2D-QSAR model and molecular docking technology indicated that both dipole moments and highest occupied orbital energies of the substituents markedly affected migration and degradation of the new molecules. The abilities of the compounds to undergo long distance migration were assessed. The modified HCB molecules (i.e. 2-CN-HCB, 2-CF3-HCB, 1-F-3-COOH-5-NO2-HCB, 1-NO2-3-CN-5-CHF2-HCB and 1-CN-3-F-5-NO2-HCB) moved from a long-range transport potential of the modified molecules to a relatively low mobility class, and the transport potentials of the remaining modified HCB molecules (i.e. 2-COOH-HCB, 2-COF-HCB, 1-COF-3-ONO2-5-NO2-HCB, 1-F-3-CN-5-SiF3-HCB, 1-F-3-COOH-5-SiF3-HCB and 1-CN-3-SiF3-5-ONO2-HCB) also significantly decreased. These results provide a basic theoretical basis for designing environmentally benign molecules based on HCB.

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来源期刊
Advances in Marine Biology
Advances in Marine Biology MARINE & FRESHWATER BIOLOGY-
CiteScore
6.10
自引率
0.00%
发文量
6
审稿时长
12 months
期刊介绍: Advances in Marine Biology was first published in 1963 under the founding editorship of Sir Frederick S. Russell, FRS. Now edited by Charles Sheppard, the serial publishes in-depth and up-to-date reviews on a wide range of topics which will appeal to postgraduates and researchers in marine biology, fisheries science, ecology, zoology and biological oceanography. Eclectic volumes in the series are supplemented by thematic volumes on such topics as The Biology of Calanoid Copepods.
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