posted on 2017-07-25, 00:00authored byYuzhen Liang, Ruichang Xiong, Stanley I. Sandler, Dominic M. Di Toro
Polyparameter
Linear Free Energy Relationships (pp-LFERs), also
called Linear Solvation Energy Relationships (LSERs), are used to
predict many environmentally significant properties of chemicals.
A method is presented for computing the necessary chemical parameters,
the Abraham parameters (AP), used by many pp-LFERs. It employs quantum
chemical calculations and uses only the chemical’s molecular
structure. The method computes the Abraham E parameter
using density functional theory computed molecular polarizability
and the Clausius–Mossotti equation relating the index refraction
to the molecular polarizability, estimates the Abraham V as the COSMO calculated molecular volume, and computes the remaining
AP S, A, and B jointly
with a multiple linear regression using sixty-five solvent–water
partition coefficients computed using the quantum mechanical COSMO-SAC
solvation model. These solute parameters, referred to as Quantum Chemically
estimated Abraham Parameters (QCAP), are further adjusted by fitting
to experimentally based APs using QCAP parameters as the independent
variables so that they are compatible with existing Abraham pp-LFERs.
QCAP and adjusted QCAP for 1827 neutral chemicals are included. For
24 solvent–water systems including octanol–water, predicted
log solvent–water partition coefficients using adjusted QCAP
have the smallest root-mean-square errors (RMSEs, 0.314–0.602)
compared to predictions made using APs estimated using the molecular
fragment based method ABSOLV (0.45–0.716). For munition and
munition-like compounds, adjusted QCAP has much lower RMSE (0.860)
than does ABSOLV (4.45) which essentially fails for these compounds.