Literature DB >> 14735578

Accurate and efficient generalized born model based on solvent accessibility: derivation and application for LogP octanol/water prediction and flexible peptide docking.

Maxim Totrov1.   

Abstract

A novel method for fast and accurate evaluation of the generalized Born radii in macromolecular solvation electrostatics calculations is proposed, based on the solvent accessibility of the first two solvation layers around an atom. The reverse generalized Born radii calculated by the method have correlation coefficient of 98.7% and RMSD of 0.031 A(-1) with the values obtained using a precise but significantly slower numerical boundary element solution. The method is applied to derive an estimate of the free solvation energy difference between octanol and water and to predict LogP octanol-water. A nine-parameter model is optimized on an 81 compound training set and applied to predict LogP(ow) for an external evaluation set of 19 drug molecules with RMSD of 0.9. The new GB approximation is also tested in Monte Carlo docking simulations of the fully flexible p53 peptide fragment to MDM2. The best energy solution found in the simulations has RMSD of 2.8 A to the X-ray structure. Copyright 2004 Wiley Periodicals, Inc. J Comput Chem 25: 609-619, 2004

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Year:  2004        PMID: 14735578     DOI: 10.1002/jcc.10392

Source DB:  PubMed          Journal:  J Comput Chem        ISSN: 0192-8651            Impact factor:   3.376


  8 in total

1.  A generalized born implicit-membrane representation compared to experimental insertion free energies.

Authors:  Martin B Ulmschneider; Jakob P Ulmschneider; Mark S P Sansom; Alfredo Di Nola
Journal:  Biophys J       Date:  2007-01-11       Impact factor: 4.033

2.  Optimization of adenosine 5'-carboxamide derivatives as adenosine receptor agonists using structure-based ligand design and fragment screening.

Authors:  Dilip K Tosh; Khai Phan; Zhan-Guo Gao; Andrei A Gakh; Fei Xu; Francesca Deflorian; Ruben Abagyan; Raymond C Stevens; Kenneth A Jacobson; Vsevolod Katritch
Journal:  J Med Chem       Date:  2012-04-30       Impact factor: 7.446

3.  A new method for ligand docking to flexible receptors by dual alanine scanning and refinement (SCARE).

Authors:  Giovanni Bottegoni; Irina Kufareva; Maxim Totrov; Ruben Abagyan
Journal:  J Comput Aided Mol Des       Date:  2008-02-14       Impact factor: 3.686

4.  Structure-based discovery of novel chemotypes for adenosine A(2A) receptor antagonists.

Authors:  Vsevolod Katritch; Veli-Pekka Jaakola; J Robert Lane; Judy Lin; Adriaan P Ijzerman; Mark Yeager; Irina Kufareva; Raymond C Stevens; Ruben Abagyan
Journal:  J Med Chem       Date:  2010-02-25       Impact factor: 7.446

5.  A NON-LINEAR STRUCTURE-PROPERTY MODEL FOR OCTANOL-WATER PARTITION COEFFICIENT.

Authors:  Krishna M Yerramsetty; Brian J Neely; Khaled A M Gasem
Journal:  Fluid Phase Equilib       Date:  2012-07-09       Impact factor: 2.775

6.  The location of olfactory receptors within olfactory epithelium is independent of odorant volatility and solubility.

Authors:  Tatjana Abaffy; Anthony R Defazio
Journal:  BMC Res Notes       Date:  2011-05-06

7.  A sparse autoencoder-based deep neural network for protein solvent accessibility and contact number prediction.

Authors:  Lei Deng; Chao Fan; Zhiwen Zeng
Journal:  BMC Bioinformatics       Date:  2017-12-28       Impact factor: 3.169

8.  Investigation on the role of nsSNPs in HNPCC genes--a bioinformatics approach.

Authors:  C George Priya Doss; Rao Sethumadhavan
Journal:  J Biomed Sci       Date:  2009-04-24       Impact factor: 8.410

  8 in total

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