Institute of Environmental Engineering, School of Metallurgy and Environment, Central South University, Changsha, 410083, China; Chinese National Engineering Research Center for Control & Treatment of Heavy Metal Pollution, Changsha, 410083, China.
Grand Water Research Institute - Rabin Desalination Laboratory, Wolfson Faculty of Chemical Engineering, Technion - Israel Institute of Technology, Technion City, Haifa, 32000, Israel.
J Hazard Mater. 2018 Feb 15;344:1165-1173. doi: 10.1016/j.jhazmat.2017.09.024. Epub 2017 Sep 18.
Sulfate radical anion (SO) and hydroxyl radical (OH) based advanced oxidation technologies has been extensively used for removal of aromatic contaminants (ACs) in waters. In this study, we investigated the Gibbs free energy (ΔG) of the single electron transfer (SET) reactions for 76 ACs with SO and OH, respectively. The result reveals that SO possesses greater propensity to react with ACs through the SET channel than OH. We hypothesized that the electron distribution within the molecule plays an essential role in determining the ΔG and subsequent SET reactions. To test the hypothesis, a quantitative structure-activity relationship (QSAR) model was developed for predicting ΔG using the highest occupied molecular orbital energies (E), a measure of electron distribution and donating ability. The standardized QSAR models are reported to be ΔG=-0.97×E - 181 and ΔG=-0.97×E - 164 for SO and OH, respectively. The models were internally and externally validated to ensure robustness and predictability, and the application domain and limitations were discussed. The single-descriptor based models account for 95% of the variability for SO and OH. These results provide the mechanistic insight into the SET reaction pathway of radical and non-radical bimolecular reactions, and have important applications for radical based oxidation technologies to remove target ACs in different waters.
基于硫酸根自由基 (SO) 和羟基自由基 (OH) 的高级氧化技术已广泛用于去除水中的芳香族污染物 (ACs)。在本研究中,我们分别研究了 76 种 ACs 与 SO 和 OH 的单电子转移 (SET) 反应的吉布斯自由能 (ΔG)。结果表明,SO 通过 SET 通道与 ACs 反应的趋势大于 OH。我们假设分子内的电子分布在确定 ΔG 和随后的 SET 反应中起着重要作用。为了验证这一假设,我们开发了一个定量构效关系 (QSAR) 模型,用于使用最高占据分子轨道能量 (E) 预测 ΔG,E 是电子分布和供电子能力的度量。报道的标准化 QSAR 模型分别为 SO 的 ΔG=-0.97×E - 181 和 OH 的 ΔG=-0.97×E - 164。模型进行了内部和外部验证,以确保稳健性和可预测性,并讨论了应用域和局限性。基于单描述符的模型分别解释了 SO 和 OH 变异性的 95%。这些结果为自由基和非自由基双分子反应的 SET 反应途径提供了机理见解,并为基于自由基的氧化技术在不同水体中去除目标 ACs 提供了重要应用。