QSPR study of polychlorinated diphenyl ethers by molecular electronegativity distance vector (MEDV-4).

Chemosphere

School of Pharmaceutical Sciences, Research Laboratory of Pharmaceutical Chemistry and Biomaterials, Chongqing University of Medical Sciences, Chongqing 400016, China.

Published: January 2007

AI Article Synopsis

  • PCDEs are gaining attention as significant persistent organic pollutants (POPs) due to their widespread presence and potential environmental impact.
  • Researchers developed multiple linear regression (MLR) models using molecular electronegativity distance vectors (MEDV-4) to accurately predict key properties of 209 PCDEs, demonstrating high correlation coefficients (over 0.98).
  • The resulting QSPR models showed excellent predictive capabilities for their corresponding characteristics, aiding in the expansion of the existing database of experimental values.

Article Abstract

Polychlorinated diphenyl ethers (PCDEs) have received more and more concerns as a group of ubiquitous potential persistent organic pollutants (POPs). By using molecular electronegativity distance vector (MEDV-4), multiple linear regression (MLR) models are developed for sub-cooled liquid vapor pressures (P(L)), n-octanol/water partition coefficients (K(OW)) and sub-cooled liquid water solubilities (S(W,L)) of 209 PCDEs and diphenyl ether. The correlation coefficients (R) and the leave-one-out cross-validation (LOO) correlation coefficients (R(CV)) of all the 6-descriptor models for logP(L), logK(OW) and logS(W,L) are more than 0.98. By using stepwise multiple regression (SMR), the descriptors are selected and the resulting models are 5-descriptor model for logP(L), 4-descriptor model for logK(OW), and 6-descriptor model for logS(W,L), respectively. All these models exhibit excellent estimate capabilities for internal sample set and good predictive capabilities for external samples set. The consistency between observed and estimated/predicted values for logP(L) is the best (R=0.996, R(CV)=0.996), followed by logK(OW) (R=0.992, R(CV)=0.992) and logS(W,L) (R=0.983, R(CV)=0.980). By using MEDV-4 descriptors, the QSPR models can be used for prediction and the model predictions can hence extend the current database of experimental values.

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http://dx.doi.org/10.1016/j.chemosphere.2006.07.013DOI Listing

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