Effect of input differences on the results of docking calculations.

Abstract:

:The sensitivity of docking calculations to the geometry of the input ligand was studied. It was found that even small changes in the ligand input conformation can lead to large differences in the geometries and scores of the resulting docked poses. The accuracy of docked poses produced from different ligand input structures-the X-ray structure, the minimized Corina structure, and structures generated from conformational searches and molecular dynamics ensembles-were also assessed. It was found that using the X-ray ligand conformation as docking input does not always produce the most accurate docked pose when compared with other sources of ligand input conformations. Furthermore, no one method of conformer generation is guaranteed to always produce the most accurate docking pose. The docking scores are also highly sensitive to the source of the input conformation, which might introduce some noise in compound ranking and in binding affinity predictions. It is concluded that for the purposes of reproducibility and optimal performance, the most prudent procedure is to use multiple input structures for docking. The implications of these results on docking validation studies are discussed.

journal_name

J Chem Inf Model

authors

Feher M,Williams CI

doi

10.1021/ci9000629

subject

Has Abstract

pub_date

2009-07-01 00:00:00

pages

1704-14

issue

7

eissn

1549-9596

issn

1549-960X

journal_volume

49

pub_type

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