ROSETTALIGAND: Protein-small molecule docking with full side-chain flexibility Export

@article{citeulike:847955, abstract = {Protein-small molecule docking algorithms provide a means to model the structure of protein-small molecule complexes in structural detail and play an important role in drug development. In recent years the necessity of simulating protein side-chain flexibility for an accurate prediction of the protein-small molecule interfaces has become apparent, and an increasing number of docking algorithms probe different approaches to include protein flexibility. Here we describe a new method for docking small molecules into protein binding sites employing a Monte Carlo minimization procedure in which the rigid body position and orientation of the small molecule and the protein side-chain conformations are optimized simultaneously. The energy function comprises van der Waals (VDW) interactions, an implicit solvation model, an explicit orientation hydrogen bonding potential, and an electrostatics model. In an evaluation of the scoring function the computed energy correlated with experimental small molecule binding energy with a correlation coefficient of 0.63 across a diverse set of 229 protein- small molecule complexes. The docking method produced lowest energy models with a root mean square deviation (RMSD) smaller than 2 \r{A} in 71 out of 100 protein-small molecule crystal structure complexes (self-docking). In cross-docking calculations in which both protein side-chain and small molecule internal degrees of freedom were varied the lowest energy predictions had RMSDs less than 2 \r{A} in 14 of 20 test cases. Proteins 2006. {\copyright} 2006 Wiley-Liss, Inc.}, address = {Vanderbilt University, Department of Chemistry, Center for Structural Biology, Nashville, Tennessee; University of Washington, Department of Biochemistry, Seattle, Washington}, author = {Meiler, Jens and Baker, David}, citeulike-article-id = {847955}, citeulike-linkout-0 = {http://dx.doi.org/10.1002/prot.21086}, citeulike-linkout-1 = {http://view.ncbi.nlm.nih.gov/pubmed/16972285}, citeulike-linkout-2 = {http://www.hubmed.org/display.cgi?uids=16972285}, citeulike-linkout-3 = {http://www3.interscience.wiley.com/cgi-bin/abstract/112784498/ABSTRACT}, day = {13}, doi = {10.1002/prot.21086}, issn = {1097-0134}, journal = {Proteins: Structure, Function, and Bioinformatics}, keywords = {docking\_design, side\_chain}, month = {September}, number = {3}, pages = {538--548}, posted-at = {2006-11-08 23:55:35}, priority = {2}, title = {ROSETTALIGAND: Protein-small molecule docking with full side-chain flexibility}, url = {http://dx.doi.org/10.1002/prot.21086}, volume = {65}, year = {2006} }

TY - JOUR ID - citeulike:847955 L3 - citeulike-article-id:847955 N2 - Protein-small molecule docking algorithms provide a means to model the structure of protein-small molecule complexes in structural detail and play an important role in drug development. In recent years the necessity of simulating protein side-chain flexibility for an accurate prediction of the protein-small molecule interfaces has become apparent, and an increasing number of docking algorithms probe different approaches to include protein flexibility. Here we describe a new method for docking small molecules into protein binding sites employing a Monte Carlo minimization procedure in which the rigid body position and orientation of the small molecule and the protein side-chain conformations are optimized simultaneously. The energy function comprises van der Waals (VDW) interactions, an implicit solvation model, an explicit orientation hydrogen bonding potential, and an electrostatics model. In an evaluation of the scoring function the computed energy correlated with experimental small molecule binding energy with a correlation coefficient of 0.63 across a diverse set of 229 protein- small molecule complexes. The docking method produced lowest energy models with a root mean square deviation (RMSD) smaller than 2 Å in 71 out of 100 protein-small molecule crystal structure complexes (self-docking). In cross-docking calculations in which both protein side-chain and small molecule internal degrees of freedom were varied the lowest energy predictions had RMSDs less than 2 Å in 14 of 20 test cases. Proteins 2006. © 2006 Wiley-Liss, Inc. IS - 3 JF - Proteins: Structure, Function, and Bioinformatics SN - 1097-0134 AD - Vanderbilt University, Department of Chemistry, Center for Structural Biology, Nashville, Tennessee; University of Washington, Department of Biochemistry, Seattle, Washington EP - 548 TI - ROSETTALIGAND: Protein-small molecule docking with full side-chain flexibility VL - 65 SP - 538 KW - docking_design KW - side_chain AU - Meiler, Jens AU - Baker, David PY - 2006/09/13/ UR - http://dx.doi.org/10.1002/prot.21086 ER -