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A new method for ligand docking to flexible receptors by dual alanine scanning and refinement (SCARE) | Journal of Computer-Aided Molecular Design
Description:
Protein binding sites undergo ligand specific conformational changes upon ligand binding. However, most docking protocols rely on a fixed conformation of the receptor, or on the prior knowledge of multiple conformations representing the variation of the pocket, or on a known bounding box for the ligand. Here we described a general induced fit docking protocol that requires only one initial pocket conformation and identifies most of the correct ligand positions as the lowest score. We expanded a previously used diverse “cross-docking” benchmark to thirty ligand–protein pairs extracted from different crystal structures. The algorithm systematically scans pairs of neighbouring side chains, replaces them by alanines, and docks the ligand to each ‘gapped’ version of the pocket. All docked positions are scored, refined with original side chains and flexible backbone and re-scored. In the optimal version of the protocol pairs of residues were replaced by alanines and only one best scoring conformation was selected from each ‘gapped’ pocket for refinement. The optimal SCARE (SCan Alanines and REfine) protocol identifies a near native conformation (under 2 Å RMSD) as the lowest rank for 80% of pairs if the docking bounding box is defined by the predicted pocket envelope, and for as many as 90% of the pairs if the bounding box is derived from the known answer with ∼5 Å margin as used in most previous publications. The presented fully automated algorithm takes about 2 h per pose of a single processor time, requires only one pocket structure and no prior knowledge about the binding site location. Furthermore, the results for conformationally conserved pockets do not deteriorate due to substantial increase of the pocket variability.
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Keywords {🔍}
article, google, scholar, cas, abagyan, totrov, mol, docking, proteins, biol, ligand, pocket, chem, molecular, privacy, cookies, content, journal, binding, conformation, pairs, access, drug, publish, research, search, design, scare, kufareva, ruben, protein, alanines, soc, cavasotto, author, data, information, log, flexible, scanning, refinement, bottegoni, irina, bounding, box, protocol, algorithm, structure, chapter, discover,
Topics {✒️}
diverse “cross-docking” benchmark drug-receptor thermodynamics month download article/chapter irina kufareva pocket structure icm manual 3 dual alanine scanning protein sci 14 binding site location ligand binding docking protocols rely ligand docking docking bounding box author correspondence full article pdf privacy choices/manage cookies check access scripps research institute instant access initial pocket conformation correct ligand positions receptor conformationally conserved pockets cavasotto cn molecular biology european economic area multiple conformations representing neighbouring side chains original side chains single processor time related subjects brooks cl 3rd electronic supplementary material kufareva conditions privacy policy article bottegoni accepting optional cookies predicted pocket envelope torrey pines ct article journal journal finder publish main content log fixed conformation scoring conformation native conformation ruben abagyan article log article cite similar content privacy policy
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headline:A new method for ligand docking to flexible receptors by dual alanine scanning and refinement (SCARE)
description:Protein binding sites undergo ligand specific conformational changes upon ligand binding. However, most docking protocols rely on a fixed conformation of the receptor, or on the prior knowledge of multiple conformations representing the variation of the pocket, or on a known bounding box for the ligand. Here we described a general induced fit docking protocol that requires only one initial pocket conformation and identifies most of the correct ligand positions as the lowest score. We expanded a previously used diverse “cross-docking” benchmark to thirty ligand–protein pairs extracted from different crystal structures. The algorithm systematically scans pairs of neighbouring side chains, replaces them by alanines, and docks the ligand to each ‘gapped’ version of the pocket. All docked positions are scored, refined with original side chains and flexible backbone and re-scored. In the optimal version of the protocol pairs of residues were replaced by alanines and only one best scoring conformation was selected from each ‘gapped’ pocket for refinement. The optimal SCARE (SCan Alanines and REfine) protocol identifies a near native conformation (under 2 Å RMSD) as the lowest rank for 80% of pairs if the docking bounding box is defined by the predicted pocket envelope, and for as many as 90% of the pairs if the bounding box is derived from the known answer with ∼5 Å margin as used in most previous publications. The presented fully automated algorithm takes about 2 h per pose of a single processor time, requires only one pocket structure and no prior knowledge about the binding site location. Furthermore, the results for conformationally conserved pockets do not deteriorate due to substantial increase of the pocket variability.
datePublished:2008-02-14T00:00:00Z
dateModified:2008-02-14T00:00:00Z
pageStart:311
pageEnd:325
sameAs:https://doi.org/10.1007/s10822-008-9188-5
keywords:
Scanning docking
Cross docking
ICM
Internal coordinate mechanics
Induced fit
Receptor flexibility
Drug binding
Structure based drug design
Physical Chemistry
Computer Applications in Chemistry
Animal Anatomy / Morphology / Histology
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headline:A new method for ligand docking to flexible receptors by dual alanine scanning and refinement (SCARE)
description:Protein binding sites undergo ligand specific conformational changes upon ligand binding. However, most docking protocols rely on a fixed conformation of the receptor, or on the prior knowledge of multiple conformations representing the variation of the pocket, or on a known bounding box for the ligand. Here we described a general induced fit docking protocol that requires only one initial pocket conformation and identifies most of the correct ligand positions as the lowest score. We expanded a previously used diverse “cross-docking” benchmark to thirty ligand–protein pairs extracted from different crystal structures. The algorithm systematically scans pairs of neighbouring side chains, replaces them by alanines, and docks the ligand to each ‘gapped’ version of the pocket. All docked positions are scored, refined with original side chains and flexible backbone and re-scored. In the optimal version of the protocol pairs of residues were replaced by alanines and only one best scoring conformation was selected from each ‘gapped’ pocket for refinement. The optimal SCARE (SCan Alanines and REfine) protocol identifies a near native conformation (under 2 Å RMSD) as the lowest rank for 80% of pairs if the docking bounding box is defined by the predicted pocket envelope, and for as many as 90% of the pairs if the bounding box is derived from the known answer with ∼5 Å margin as used in most previous publications. The presented fully automated algorithm takes about 2 h per pose of a single processor time, requires only one pocket structure and no prior knowledge about the binding site location. Furthermore, the results for conformationally conserved pockets do not deteriorate due to substantial increase of the pocket variability.
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dateModified:2008-02-14T00:00:00Z
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pageEnd:325
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Cross docking
ICM
Internal coordinate mechanics
Induced fit
Receptor flexibility
Drug binding
Structure based drug design
Physical Chemistry
Computer Applications in Chemistry
Animal Anatomy / Morphology / Histology
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