Predicting the Temperature Dependence of the Octanol-Air Partition Ratio: A New Model for Estimating ΔUOAo

被引:0
|
作者
Baskaran, Sivani [1 ,2 ]
Podagatlapalli, Akshay [1 ]
Sangion, Alessandro [1 ,3 ]
Wania, Frank [1 ,2 ]
机构
[1] Univ Toronto Scarborough, Dept Phys & Environm Sci, Toronto, ON, Canada
[2] Univ Toronto, Dept Chem, Toronto, ON, Canada
[3] Arnot Res & Consulting ARC, Toronto, ON, Canada
关键词
Phys-chem properties; Property estimation; Octanol-air partitioning; Partition ratios; Temperature dependence; ppLFERs; DIFFERENT VALIDATION CRITERIA; REAL EXTERNAL PREDICTIVITY; FREE-ENERGY RELATIONSHIPS; SOLVATION CORRELATIONS; AROMATIC-COMPOUNDS; ORGANIC-COMPOUNDS; VAPOR-PRESSURE; QSAR MODELS; GAS-PHASE; K-OA;
D O I
10.1007/s10953-022-01214-7
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The octanol-air partition ratio (K-OA) describes the partitioning of a chemical between air and octanol and is often used to approximate other partitioning phenomena in environmental chemistry (e.g., blood-air, atmospheric particulate matter-air, polyurethane foam-air). Such partitioning processes often occur at environmental temperatures other than 25 degrees C. Enthalpies Delta H-OA(circle) or internal energies Delta H-OA(circle) of phase transfer are used to express the temperature dependence of the K-OA. Existing poly-parameter linear free energy relationships (ppLFERs) for predicting Delta H-OA(circle) were developed using a relatively small dataset. In this work we utilize a recently developed comprehensive K-OA database to create and curate a Delta H-OA(circle) dataset containing 195 chemicals and use this dataset in the development of new predictive equations. Using the QSAR development platform QSARINS we evaluate the use of Abraham descriptors, other molecular descriptors, and the log(10) K-OA at 25 degrees C as variables in different multilinear regression equations for Delta H-OA(circle). The Delta H-OA(circle) of neutral organic chemicals can be reliably predicted using only the log(10) K-OA (RMSEEXT = 6.86 kJ.mol(-1), R-adj(2) = 0.94), only the solute's hydrogen acidity A and the logarithm of the hexadecane-air partition ratio L (RMSEEXT = 7.23 kJ.mol(-1), R-adj(2) = 0.93), or A and log(10) K-OA (RMSEEXT = 6.76 kJ.mol(-1), R-adj(2) = 0.95).
引用
收藏
页码:51 / 69
页数:19
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