{"title":"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。","authors":"Meijin Du, Wenwen Gu, Xixi Li, Fuqiang Fan, Yu Li","doi":"10.1016/bs.amb.2018.09.004","DOIUrl":null,"url":null,"abstract":"<p><p>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 (K<sub>OA</sub>) 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 2<sup>10-3</sup> full-factorial experimental design method, and 11 modified HCB molecules were produced with a single chlorine atom (-Cl<sub>2</sub>) and three chlorine atoms (-Cl<sub>1</sub>, -Cl<sub>3</sub>, and -Cl<sub>5</sub>) replaced with electropositive groups (-COOH, -CN, -CF<sub>3</sub>, -COF, -NO<sub>2</sub>, -F, -CHF<sub>2</sub>, -ONO<sub>2</sub>, and -SiF<sub>3</sub>) to increase the logK<sub>OA</sub>. 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-CF<sub>3</sub>-HCB, 1-F-3-COOH-5-NO<sub>2</sub>-HCB, 1-NO<sub>2</sub>-3-CN-5-CHF<sub>2</sub>-HCB and 1-CN-3-F-5-NO<sub>2</sub>-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-ONO<sub>2</sub>-5-NO2-HCB, 1-F-3-CN-5-SiF<sub>3</sub>-HCB, 1-F-3-COOH-5-SiF<sub>3</sub>-HCB and 1-CN-3-SiF<sub>3</sub>-5-ONO<sub>2</sub>-HCB) also significantly decreased. These results provide a basic theoretical basis for designing environmentally benign molecules based on HCB.</p>","PeriodicalId":50950,"journal":{"name":"Advances in Marine Biology","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/bs.amb.2018.09.004","citationCount":"7","resultStr":"{\"title\":\"Modification of Hexachlorobenzene to Molecules with Lower Long-Range Transport Potentials Using 3D-QSAR Models with a Full Factor Experimental Design.\",\"authors\":\"Meijin Du, Wenwen Gu, Xixi Li, Fuqiang Fan, Yu Li\",\"doi\":\"10.1016/bs.amb.2018.09.004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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 (K<sub>OA</sub>) 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 2<sup>10-3</sup> full-factorial experimental design method, and 11 modified HCB molecules were produced with a single chlorine atom (-Cl<sub>2</sub>) and three chlorine atoms (-Cl<sub>1</sub>, -Cl<sub>3</sub>, and -Cl<sub>5</sub>) replaced with electropositive groups (-COOH, -CN, -CF<sub>3</sub>, -COF, -NO<sub>2</sub>, -F, -CHF<sub>2</sub>, -ONO<sub>2</sub>, and -SiF<sub>3</sub>) to increase the logK<sub>OA</sub>. 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-CF<sub>3</sub>-HCB, 1-F-3-COOH-5-NO<sub>2</sub>-HCB, 1-NO<sub>2</sub>-3-CN-5-CHF<sub>2</sub>-HCB and 1-CN-3-F-5-NO<sub>2</sub>-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-ONO<sub>2</sub>-5-NO2-HCB, 1-F-3-CN-5-SiF<sub>3</sub>-HCB, 1-F-3-COOH-5-SiF<sub>3</sub>-HCB and 1-CN-3-SiF<sub>3</sub>-5-ONO<sub>2</sub>-HCB) also significantly decreased. These results provide a basic theoretical basis for designing environmentally benign molecules based on HCB.</p>\",\"PeriodicalId\":50950,\"journal\":{\"name\":\"Advances in Marine Biology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1016/bs.amb.2018.09.004\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advances in Marine Biology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1016/bs.amb.2018.09.004\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2018/11/7 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"Agricultural and Biological Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Marine Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1016/bs.amb.2018.09.004","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2018/11/7 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"Agricultural and Biological Sciences","Score":null,"Total":0}
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.
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.