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Prediction of the binding energy for small molecules, peptides and proteins

โœ Scribed by Matthieu Schapira; Maxim Totrov; Ruben Abagyan


Publisher
John Wiley and Sons
Year
1999
Tongue
English
Weight
262 KB
Volume
12
Category
Article
ISSN
0952-3499

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โœฆ Synopsis


A fast and reliable evaluation of the binding energy from a single conformation of a molecular complex is an important practical task. Knowledge-based scoring schemes may not be sufficiently general and transferable, while molecular dynamics or Monte Carlo calculations with explicit solvent are too computationally expensive for many applications. Recently, several empirical schemes using finite difference Poisson-Boltzmann electrostatics to predict energies for particular types of complexes were proposed. Here, an improved empirical binding energy function has been derived and validated on three different types of complexes: protein-small ligand, protein-peptide and protein-protein. The function uses the boundary element algorithm to evaluate the electrostatic solvation energy. We show that a single set of parameters can predict the relative binding energies of the heterogeneous validation set of complexes with 2.5 kcal/mol accuracy. We also demonstrate that global optimization of the ligand and of the flexible sidechains of the receptor improves the accuracy of the evaluation.


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