Niu Junfeng, Wang Lili, Yang Zhifeng
State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing 100875, People's Republic of China.
Ecotoxicol Environ Saf. 2007 Feb;66(2):272-7. doi: 10.1016/j.ecoenv.2006.02.014. Epub 2006 Apr 18.
A quantitative structure-property relationship (QSPR) model which could predict photodegradation half-lives (t(1/2)) of chlorinated polycyclic aromatic hydrocarbons (ClPAHs) associated with particulates in the atmosphere was developed by applying quantum chemical parameters computed with quantum chemical PM3 algorithm and using a partial least squares (PLS) algorithm. The cross-validated Q(2)(cum) value for the optimal QSPR model is 0.960, indicating a good predictive capability for logt(1/2) values of ClPAHs. The QSPR results show that the main factors affecting logt(1/2) values of ClPAHs are the energy of the second highest occupied molecular orbital (E(LUMO-1)), the energy of the second highest occupied molecular orbital (E(HOMO+1)), average molecular polarizability (alpha), the most positive net atomic charges on a hydrogen atom (Q(H)(+)), E(LUMO)+E(HOMO), E(LUMO)-E(HOMO), and (E(LUMO)-E(HOMO))(2). ClPAHs with high E(LUMO-1), E(HOMO+1), E(LUMO)-E(HOMO,) and (E(LUMO)-E(HOMO))(2) values tend to photolyze slowly in the atmosphere. In contrast, increasing E(LUMO)+E(HOMO), alpha, and Q(H)(+) values leads to the increase of photodegradation rates.
通过应用采用量子化学PM3算法计算得到的量子化学参数,并使用偏最小二乘法(PLS)算法,建立了一种定量结构-性质关系(QSPR)模型,该模型可预测大气中与颗粒物相关的氯化多环芳烃(ClPAHs)的光降解半衰期(t(1/2))。最优QSPR模型的交叉验证Q(2)(cum)值为0.960,表明对ClPAHs的logt(1/2)值具有良好的预测能力。QSPR结果表明,影响ClPAHs的logt(1/2)值的主要因素是第二高占据分子轨道能量(E(LUMO-1))、第二高占据分子轨道能量(E(HOMO+1))、平均分子极化率(α)、氢原子上最正的净原子电荷(Q(H)(+))、E(LUMO)+E(HOMO)、E(LUMO)-E(HOMO)以及(E(LUMO)-E(HOMO))(2)。具有高E(LUMO-1)、E(HOMO+1)、E(LUMO)-E(HOMO)和(E(LUMO)-E(HOMO))(2)值的ClPAHs在大气中往往光解较慢。相反,E(LUMO)+E(HOMO)、α和Q(H)(+)值的增加会导致光降解速率的增加。