QSPR models for physicochemical properties of polychlorinated diphenyl ethers.
Partial least squares regression together with 17 theoretical molecular structural descriptors was successfully used to develop QSPR models on sub-cooled liquid vapor pressures (P(L)), n-octanol/water partition coefficients (K(OW)) and sub-cooled liquid water solubilities (S(W,L)) of polychlorinated diphenyl ethers (PCDEs). Only a few theoretical molecular descriptors were included in the QSPR models, including average molecular polarizability, molecular weight, total energy and standard heat of formation, which implies that intermolecular dispersive forces play an important role in governing the magnitude of P(L) and K(OW). The models were tested as acceptable for prediction of P(L) and K(OW) by validation set. The consistency between observed and predicted values for P(L) is the best, followed by K(OW) and S(W,L). The Q(2)(cum) values of the PLS models obtained are higher than 0.95, indicating high robustness of the models. Since P(L), K(OW) and S(W,L) values for many PCDE congeners are not available, the developed models can be used for estimation.
Yang
Ping
P
School of Environmental Science and Technology, Dalian University of Technology, 116012, Dalian, PR China.
Chen
Jingwen
J
Chen
Shuo
S
Yuan
Xing
X
Schramm
K-W
KW
Kettrup
A
A
D055768:Halogenated Diphenyl Ethers; D008962:Models, Theoretical; D010647:Phenyl Ethers / Q000493:pharmacokinetics* / Q000494:pharmacology*; D018570:Risk Assessment; D012995:Solubility; D013329:Structure-Activity Relationship; D013696:Temperature; D014835:Volatilization
D055768:Halogenated Diphenyl Ethers; D010647:Phenyl Ethers; C021244:polychlorinated diphenyl ethers