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243rd ACS
Mar 25-29, 2012
San Diego, CA
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Presentation at the:  eCheminfo Autumn Community of Practice meeting
  Oct 17, 2007, Bryn Mawr, PA, USA



Catching your next scaffold: LASSO - a ligand based scaffold hopping tool.

Darryl Reid, Zsolt Zsoldos and Aniko Simon

SimBioSys, Inc., 135 Queen's Plate Dr., Unit 520, Toronto, ON, M9W 6V1, Canada

Abstract:

Finding new and interesting scaffolds through virtual screening is the goal of many computational chemistry projects.  LASSO is a novel molecular descriptor and ligand-based screening method which is conformation independent and capable of scaffold hopping. The method is based on the Interacting Surface Point Type (ISPT) defined in eHiTS Scoring function. It is independent of the underlying scaffold. Similarity is measured based on the surface properties of potential ligands, disregarding the 2D topology and the conformation of
the ligands. This "fuzzyness" makes the descriptor suitable for scaffold hopping applications.  LASSO has been evaluated on a newly released diverse ligand data set, spanning 13 targets of pharmaceutical interest.  This data set removes many of the topologically similar molecules, thus making it specifically challenging for typical 2D similarity metrics.  Results will show that LASSO performs very well on this set and the performance is virtually independent of 2D similarity of the test sets used. 

For more information see the product web pages: http://www.simbiosys.com/ehits_lasso/








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