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Presentation at the:  5th Canadian Computational Chemistry Conference (CCCC5), Toronto, Canada,  July 2003

 

eHiTS: electronic High Throughput Screening 

Zsolt Zsoldos1, A. Peter Johnson2, Aniko Simon1, Irina Szabo1, Zsolt Szabo1 and David Fung1
(1) SimBioSys Inc., 135 Queen's Plate Drive, Unit 355, Toronto, ON, M9W 6V1 Canada
(2) Institute for Computer Applications in Molecular Sciences (ICAMS), Department of Chemistry, University of Leeds, Leeds, UK LS2 9JT

Abstract:

eHiTS is an exhaustive flexible docking method which reaches the speed range of a few seconds per ligand, yet it provides higher accuracy than any other docking method published to date.

Both the receptor cavity and the candidate ligands are described by a geometric shape and chemical feature graph based on distorted polyhedra. The graphs are mapped to each other with a fast systematic graph matching algorithm. This method typically generates millions of flexible ligand poses for a given receptor in a matter of seconds. The evaluation of such a vast set of poses demands a quick scoring function with reliable filtering abilities.

eHiTS employs a radically new scoring approach based on local surface point contact evaluation. Properties of surface points are assigned with fine granularity, e.g. surface point properties of a polar atom in an aromatic ring would be very different along the edge of the ring from the faces of the ring. Hydrogen bonding is also expressed as localized and concentrated surface property along the specific proton or electron pair donation directions. Receptor surface points are also assigned pocket-depth information to express differences in dielectric constants on solvated surface points and deeply embedded cavity points.

eHiTS was validated on a set of 390 PDB complex structures, and it is demonstrated that the program can identify the correct docking pose within 2A RMSD from the X-ray ligand for over 90% of the cases.

For more information, see the company's web site: http://www.simbiosys.com/


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