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多氯二苯并二恶英/多氯二苯并呋喃及邻苯二甲酸酯的物理化学性质。

Physico-chemical properties of PCDD/PCDFs and phthalate esters.

作者信息

Saçan M T, Ozkul M, Erdem S S

机构信息

Boğaziçi University, Institute of Environmental Sciences, 34342 Bebek, Istanbul, Turkey.

出版信息

SAR QSAR Environ Res. 2005 Oct;16(5):443-59. doi: 10.1080/10659360500320602.

Abstract

QSPR models for water solubility (S), n-octanol/water partition coefficient (K(OW)), and Henry's law constant (H) for polychlorinated dibenzo-p-dioxins (PCDDs) and dibenzo-p-furans (PCDFs) and phthalates have been established based on two different sets of parameters. Those parameters were topology based characteristic root index (CRI) and three semi-empirical molecular descriptors, namely--energies of the highest occupied and the lowest unoccupied molecular orbital (E(HOMO) and E(LUMO)), and dipole moment (mu). The best fit equation found by "forward multiple linear regression" showed that the topology based CRI was the most important parameter for the modelling of solubility and n-octanol/water partition coefficient. For n-octanol/water partition coefficient a two-parameter equation including the CRI and E(HOMO) with a correlation coefficient of r = 0.992 was obtained whereas a three-parameter equation for solubility and Henry's law constant including the CRI, E(LUMO) and mu with a correlation coefficient of r = 0.986 and r = 0.933 was obtained, respectively. E(HOMO) and mu didn't appear in the same model because of the collinearity. The results of modified jackknife tests indicated that the three models were statistically robust. Mean deviation of calculated values from experimental data amounted to 0.27, 0.17, and 0.28 log units for the three properties mentioned. The developed models have been used to predict the S, K(OW) and H of compounds not included in the training sets.

摘要

基于两组不同的参数,建立了多氯二苯并 - 对 - 二噁英(PCDDs)、二苯并呋喃(PCDFs)和邻苯二甲酸酯类化合物的水溶性(S)、正辛醇/水分配系数(K(OW))和亨利定律常数(H)的定量构效关系(QSPR)模型。这些参数是基于拓扑结构的特征根指数(CRI)和三个半经验分子描述符,即最高占据分子轨道和最低未占据分子轨道的能量(E(HOMO)和E(LUMO))以及偶极矩(μ)。通过“正向多元线性回归”找到的最佳拟合方程表明,基于拓扑结构的CRI是溶解度和正辛醇/水分配系数建模中最重要的参数。对于正辛醇/水分配系数,得到了一个包含CRI和E(HOMO)的双参数方程,相关系数r = 0.992;而对于溶解度和亨利定律常数,分别得到了一个包含CRI、E(LUMO)和μ的三参数方程,相关系数r = 0.986和r = 0.933。由于共线性,E(HOMO)和μ没有出现在同一个模型中。改进的留一法检验结果表明这三个模型在统计学上是稳健的。对于上述三种性质,计算值与实验数据的平均偏差分别为0.27、0.17和0.28对数单位。所开发的模型已用于预测训练集中未包含的化合物的S、K(OW)和H。

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