Literature DB >> 14632425

A general treatment of solubility. 1. The QSPR correlation of solvation free energies of single solutes in series of solvents.

Alan R Katritzky1, Alexander A Oliferenko, Polina V Oliferenko, Ruslan Petrukhin, Douglas B Tatham, Uko Maran, Andre Lomaka, William E Acree.   

Abstract

We present an extended QSPR modeling of solubilities of about 500 substances in series of up to 69 diverse solvents. The models are obtained with our new software package, CODESSA PRO, which is furnished with an advanced variable selection procedure and a large pool of theoretically derived molecular descriptors. The squared correlation coefficients and squared standard deviations (variances) range from 0.837 and 0.1 for 2-pyrrolidone to 0.998 and 0.02 for dipropyl ether, respectively. The predictive power of the models was verified by using the "leave-one-out" cross-validation procedure. The QSPR models presented are suitable for the rapid evaluation of solvation free energies of organic compounds.

Entities:  

Year:  2003        PMID: 14632425     DOI: 10.1021/ci034120c

Source DB:  PubMed          Journal:  J Chem Inf Comput Sci        ISSN: 0095-2338


  7 in total

1.  The prediction of human oral absorption for diffusion rate-limited drugs based on heuristic method and support vector machine.

Authors:  H X Liu; R J Hu; R S Zhang; X J Yao; M C Liu; Z D Hu; B T Fan
Journal:  J Comput Aided Mol Des       Date:  2005-01       Impact factor: 3.686

2.  λ-Meta Dynamics Approach To Compute Absolute Solvation Free Energy.

Authors:  Pan Wu; Xiangqian Hu; Weitao Yang
Journal:  J Phys Chem Lett       Date:  2011-09-01       Impact factor: 6.475

3.  Using MD Simulations To Calculate How Solvents Modulate Solubility.

Authors:  Shuai Liu; Shannon Cao; Kevin Hoang; Kayla L Young; Andrew S Paluch; David L Mobley
Journal:  J Chem Theory Comput       Date:  2016-03-02       Impact factor: 6.006

4.  Development of Ecom₅₀ and retention index models for nontargeted metabolomics: identification of 1,3-dicyclohexylurea in human serum by HPLC/mass spectrometry.

Authors:  L Mark Hall; Lowell H Hall; Tzipporah M Kertesz; Dennis W Hill; Thomas R Sharp; Edward Z Oblak; Ying W Dong; David S Wishart; Ming-Hui Chen; David F Grant
Journal:  J Chem Inf Model       Date:  2012-04-27       Impact factor: 4.956

5.  Machine Learning Quantitative Structure-Property Relationships as a Function of Ionic Liquid Cations for the Gas-Ionic Liquid Partition Coefficient of Hydrocarbons.

Authors:  Karl Marti Toots; Sulev Sild; Jaan Leis; William E Acree; Uko Maran
Journal:  Int J Mol Sci       Date:  2022-07-07       Impact factor: 6.208

6.  Quantitative prediction of solvation free energy in octanol of organic compounds.

Authors:  Eduardo J Delgado; Gonzalo A Jaña
Journal:  Int J Mol Sci       Date:  2009-03-11       Impact factor: 5.923

7.  A Polarization-Consistent Model for Alcohols to Predict Solvation Free Energies.

Authors:  Maria Cecilia Barrera; Miguel Jorge
Journal:  J Chem Inf Model       Date:  2020-02-03       Impact factor: 4.956

  7 in total

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