Quantitative Prediction of Solvation Free Energy in Octanol of Organic Compounds

The free energy of solvation, ΔGS0 , in octanol of organic compunds is quantitatively predicted from the molecular structure. The model, involving only three molecular descriptors, is obtained by multiple linear regression analysis from a data set of 147 compounds containing diverse organic function...

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Main Authors: Eduardo J. Delgado, Gonzalo A. Jaña
Format: Article
Language:English
Published: MDPI AG 2009-03-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:http://www.mdpi.com/1422-0067/10/3/1031/
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spelling doaj-1e246f29abb641ff842d6941284e707c2020-11-25T02:27:12ZengMDPI AGInternational Journal of Molecular Sciences1422-00672009-03-011031031104410.3390/ijms11030031Quantitative Prediction of Solvation Free Energy in Octanol of Organic CompoundsEduardo J. DelgadoGonzalo A. JañaThe free energy of solvation, ΔGS0 , in octanol of organic compunds is quantitatively predicted from the molecular structure. The model, involving only three molecular descriptors, is obtained by multiple linear regression analysis from a data set of 147 compounds containing diverse organic functions, namely, halogenated and non-halogenated alkanes, alkenes, alkynes, aromatics, alcohols, aldehydes, ketones, amines, ethers and esters; covering a ΔGS0 range from about –50 to 0 kJ·mol-1. The model predicts the free energy of solvation with a squared correlation coefficient of 0.93 and a standard deviation, 2.4 kJ·mol-1, just marginally larger than the generally accepted value of experimental uncertainty. The involved molecular descriptors have definite physical meaning corresponding to the different intermolecular interactions occurring in the bulk liquid phase. The model is validated with an external set of 36 compounds not included in the training set. http://www.mdpi.com/1422-0067/10/3/1031/QSPRsolvation free energyoctanolorganic compounds
collection DOAJ
language English
format Article
sources DOAJ
author Eduardo J. Delgado
Gonzalo A. Jaña
spellingShingle Eduardo J. Delgado
Gonzalo A. Jaña
Quantitative Prediction of Solvation Free Energy in Octanol of Organic Compounds
International Journal of Molecular Sciences
QSPR
solvation free energy
octanol
organic compounds
author_facet Eduardo J. Delgado
Gonzalo A. Jaña
author_sort Eduardo J. Delgado
title Quantitative Prediction of Solvation Free Energy in Octanol of Organic Compounds
title_short Quantitative Prediction of Solvation Free Energy in Octanol of Organic Compounds
title_full Quantitative Prediction of Solvation Free Energy in Octanol of Organic Compounds
title_fullStr Quantitative Prediction of Solvation Free Energy in Octanol of Organic Compounds
title_full_unstemmed Quantitative Prediction of Solvation Free Energy in Octanol of Organic Compounds
title_sort quantitative prediction of solvation free energy in octanol of organic compounds
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2009-03-01
description The free energy of solvation, ΔGS0 , in octanol of organic compunds is quantitatively predicted from the molecular structure. The model, involving only three molecular descriptors, is obtained by multiple linear regression analysis from a data set of 147 compounds containing diverse organic functions, namely, halogenated and non-halogenated alkanes, alkenes, alkynes, aromatics, alcohols, aldehydes, ketones, amines, ethers and esters; covering a ΔGS0 range from about –50 to 0 kJ·mol-1. The model predicts the free energy of solvation with a squared correlation coefficient of 0.93 and a standard deviation, 2.4 kJ·mol-1, just marginally larger than the generally accepted value of experimental uncertainty. The involved molecular descriptors have definite physical meaning corresponding to the different intermolecular interactions occurring in the bulk liquid phase. The model is validated with an external set of 36 compounds not included in the training set.
topic QSPR
solvation free energy
octanol
organic compounds
url http://www.mdpi.com/1422-0067/10/3/1031/
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