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QSPR modeling using Catalan solvent and solute parameters

journal contribution
posted on 2023-06-09, 03:25 authored by Abolghasem Jouyban, Mohammad A A Fakhree, Ali Shayanfar, Taravat Ghafourian
The field of quantitative structure-property relationship (QSPR) can greatly benefit from molecular descriptors that particularly represent the intermolecular interactions. Catalan has developed a set of solvatochromic scales for solvents, which could be exploited for this purpose. In this work, Catalan solvent scales were explored as molecular descriptors for the development of QSPR models, and for the calculation of new solute descriptors for further use in QSPR. Catalan solvent scales and the newly derived solute descriptors were compared with the commonly used set of Abraham descriptors in terms of the quality of the developed QSPRs. Catalan solvent parameters, which showed modest correlation with the corresponding Abraham descriptors, proved to be successful in modeling melting point, boiling point, flash point, refractive index, surface tension, density, and solubility parameter of the solvents with geometric mean relative deviations (GMRD) of 7.1, 6.6, 4.9, 3.8, 9.1, 6.0, and 4.2, respectively. The solute descriptors were obtained from regression equations between a solute's solubility in different solvents with an overall GMRD of 30.0. The solute descriptors obtained in this way outperformed Abraham general solvation model in the calculation of aqueous solubility for 27 solutes of broad chemical ranges. It was concluded that Catalan descriptors can be regarded as a valuable resource for QSPR modeling. ©2011 Sociedade Brasileira de Química.

History

Publication status

  • Published

File Version

  • Published version

Journal

Journal of the Brazilian Chemical Society

ISSN

0103-5053

Publisher

Sociedade Brasileira de Química

Issue

4

Volume

22

Page range

684-692

Department affiliated with

  • Biochemistry Publications

Full text available

  • No

Peer reviewed?

  • Yes

Legacy Posted Date

2017-11-30

First Compliant Deposit (FCD) Date

2017-11-30

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