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Benchmarking sets for molecular docking

delete2006-10-26
delete1.2K
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OA
AI
黄牛 (Niu Huang)
B
Brian K. Shoichet *
J
John J. Irwin
DOI:10.1021/jm0608356delete
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Abstract

Abstract

En 中文
Ligand enrichment among top-ranking hits is a key metric of molecular docking. To avoid bias, decoys should resemble ligands physically, so that enrichment is not simply a separation of gross features, yet be chemically distinct from them, so that they are unlikely to be binders. We have assembled a directory of useful decoys ( DUD), with 2950 ligands for 40 different targets. Every ligand has 36 decoy molecules that are physically similar but topologically distinct, leading to a database of 98 266 compounds. For most targets, enrichment was at least half a log better with uncorrected databases such as the MDDR than with DUD, evidence of bias in the former. These calculations also allowed 40 x 40 cross- docking, where the enrichments of each ligand set could be compared for all 40 targets, enabling a specificity metric for the docking screens. DUD is freely available online as a benchmarking set for docking at http://blaster.docking.org/dud/.
Keywords:
STRUCTURE-BASED DISCOVERY
STRUCTURE-BASED DESIGN
SCORING FUNCTIONS
AUTOMATED DOCKING
LIGAND DOCKING
BINDING-SITE
INHIBITORS
DATABASE
POTENT
KINASE

Journal

Journal of Medicinal Chemistry cover
Journal of Medicinal Chemistry
IF:
6.8
Papers:
2.7W
Citations:
9.4W

Organization

No organization information available
Cited Papers

Cited Papers

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