PLoS ONE (Jan 2011)

Systematic exploitation of multiple receptor conformations for virtual ligand screening.

  • Giovanni Bottegoni,
  • Walter Rocchia,
  • Manuel Rueda,
  • Ruben Abagyan,
  • Andrea Cavalli

DOI
https://doi.org/10.1371/journal.pone.0018845
Journal volume & issue
Vol. 6, no. 5
p. e18845

Abstract

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The role of virtual ligand screening in modern drug discovery is to mine large chemical collections and to prioritize for experimental testing a comparatively small and diverse set of compounds with expected activity against a target. Several studies have pointed out that the performance of virtual ligand screening can be improved by taking into account receptor flexibility. Here, we systematically assess how multiple crystallographic receptor conformations, a powerful way of discretely representing protein plasticity, can be exploited in screening protocols to separate binders from non-binders. Our analyses encompass 36 targets of pharmaceutical relevance and are based on actual molecules with reported activity against those targets. The results suggest that an ensemble receptor-based protocol displays a stronger discriminating power between active and inactive molecules as compared to its standard single rigid receptor counterpart. Moreover, such a protocol can be engineered not only to enrich a higher number of active compounds, but also to enhance their chemical diversity. Finally, some clear indications can be gathered on how to select a subset of receptor conformations that is most likely to provide the best performance in a real life scenario.