Literature DB >> 33080425

QSPR modeling of octanol-water partition coefficient and organic carbon normalized sorption coefficient of diverse organic chemicals using Extended Topochemical Atom (ETA) indices.

Sapna Kumari Pandey1, Kunal Roy2.   

Abstract

Octanol-water partition coefficient (logKow) and soil organic carbon content normalized sorption coefficient (logKoc) values are two important physicochemical properties in the context of bioaccumulation and environmental fate of organic compounds and their environmental risk assessment. Simple, interpretable and easy-to-derive extended topochemical atom (ETA) indices obtained from 2D structural representation of compounds were used for quantitative structure-property relationship (QSPR) modeling of these two endpoints. Linear regression based models developed using only ETA indices show encouraging statistical and validation results. Based on the information obtained from developed QSPR models, we may conclude that molecular volume, branching pattern, presence of hydrophobic Cl atoms, cyclicity/fusion, polar environment, electron density, unsaturation content, hydrogen bonding propensity or hydrogen bond donor atoms, local topology, presence of heteroatoms and aromaticity are crucial factors in controlling the logKow and logKoc values of the compounds. The suggested explanatory features for different classes of chemicals or the whole diverse set can help in safer designing of chemicals, which is one of the primary agenda of the "Green Chemistry" program.
Copyright © 2020 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  PLS; Partition coefficient; QSPR; Soil sorption

Year:  2020        PMID: 33080425     DOI: 10.1016/j.ecoenv.2020.111411

Source DB:  PubMed          Journal:  Ecotoxicol Environ Saf        ISSN: 0147-6513            Impact factor:   6.291


  2 in total

1.  Developing a QSPR Model of Organic Carbon Normalized Sorption Coefficients of Perfluorinated and Polyfluoroalkyl Substances.

Authors:  Lan Jiang; Yue Xu; Xiaoyu Zhang; Bingfeng Xu; Ximeng Xu; Yixing Ma
Journal:  Molecules       Date:  2022-08-31       Impact factor: 4.927

2.  [Prediction of n-octanol/water partition coefficient of strongly ionized compounds by ion-pair reversed-phase liquid chromatography with silica-based stationary phase].

Authors:  Xiaolan Liu; Wei Gao; Chao Liang; Junqin Qiao; Kang Wang; Hongzhen Lian
Journal:  Se Pu       Date:  2021-11
  2 in total

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