Two-dimensional and Three-dimensional quantitative structure-activity relationship models for the degradation of organophosphate flame retardants during supercritical Water oxidation

被引:25
作者
Cheng, Zhiwen [1 ]
Chen, Qincheng [2 ]
Cervantes, Sheila [3 ]
Tang, Qingli [1 ]
Gao, Xiaoping [1 ]
Tan, Yujia [1 ]
Liu, Shiqiang [1 ]
Ma, Yuning [1 ]
Shen, Zhemin [1 ,4 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Environm Sci & Engn, Room 220,800 Dongchuan Rd, Shanghai 200240, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Agr & Biol, 800 Dongchuan Rd, Shanghai 200240, Peoples R China
[3] Univ Calif Riverside, Dept Chem & Environm Engn, Riverside, CA 92521 USA
[4] Shanghai Inst Pollut Control & Ecol Secur, Shanghai 200092, Peoples R China
基金
美国国家科学基金会;
关键词
Organophosphate flame retardants; TOC degradation rates; 2D-QSAR model; CoMFA model; CoMSIA model; ACTIVITY-RELATIONSHIP QSAR; TRACE ORGANIC CONTAMINANTS; BROMINATED EPOXY-RESIN; RATE CONSTANTS; TRANSFORMATION PRODUCTS; MOLECULAR DOCKING; POLYCHLORINATED-BIPHENYLS; ENVIRONMENTAL OCCURRENCE; TRIBUTYL-PHOSPHATE; BINDING MECHANISM;
D O I
10.1016/j.jhazmat.2019.121811
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Organophosphate flame retardants (OPFRs) have been increasingly utilized as flame retardants in various fields due to the phasing out of polybrominated diphenyl ethers. To achieve a better understanding of the degradation of OPERs undergoing supercritical water oxidation (SCWO) process, two-dimensional and three-dimensional quantitative structure-activity relationship (2D-QSAR and 3D-QSAR) models were established to investigate the factors influencing the total carbon degradation rates (k(TOC)). Results of the QSAR models demonstrated reliable results to estimate the k(TOC) values, but varied in the influencing factors. Two distinct degradation mechanisms were subsequently proposed based on the distribution of LUMO in molecules for the 2D-QSAR model. CoMFA and CoMSIA methods were applied to develop the 3D-QSAR models. Steric fields were observed to influence k(TOC) values more than electrostatic fields in the CoMFA model with the contribution rates of 87.2% and 12.8%, respectively. In the CoMSIA model, influence on k(TOC) values varies between different types of fields with the hydrophobic field being the most influential at 62.1%, followed by the steric field at 25.7% and then the electrostatic field at 10.8%. Results from this study generated critical knowledge of influencing factors on OPFRs degradation and yielded theoretical basis for estimating removal behaviors of OPFRs undergoing SCWO process.
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页数:10
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