title: Benchmarking of HPCC: A novel 3D molecular representation combining shape and pharmacophoric descriptors for efficient molecular similarity assessments.
abstract: Since 3D molecular shape is an important determinant of biological activity, designing accurate 3D molecular representations is still of high interest. Several chemoinformatic approaches have been developed to try to describe accurate molecular shapes. Here, we present a novel 3D molecular description, namely harmonic pharma chemistry coefficient (HPCC), combining a ligand-centric pharmacophoric description projected onto a spherical harmonic based shape of a ligand. The performance of HPCC was evaluated by comparison to the standard ROCS software in a ligand-based virtual screening (VS) approach using the publicly available directory of useful decoys (DUD) data set comprising over 100,000 compounds distributed across 40 protein targets. Our results were analyzed using commonly reported statistics such as the area under the curve (AUC) and normalized sum of logarithms of ranks (NSLR) metrics. Overall, our HPCC 3D method is globally as efficient as the state-of-the-art ROCS software in terms of enrichment and slightly better for more than half of the DUD targets. Since it is largely admitted that VS results depend strongly on the nature of the protein families, we believe that the present HPCC solution is of interest over the current ligand-based VS methods.
authors: LORIA UMR 7503, CNRS-Nancy University and INRIA Nancy Grand-Est, Equipe Orpailleur, BP239, 54503 Vandoeuvre les Nancy cedex, France. arnaud.karaboga@loria.fr
authors: Arnaud S
authors: AS
authors: Karaboga
authors: Florent
authors: F
authors: Petronin
authors: Gino
authors: G
authors: Marchetti
authors: Michel
authors: M
authors: Souchet
authors: Bernard
authors: B
authors: Maigret
mesh_terms: D019540:Area Under Curve; D019985:Benchmarking; D030562:Databases, Protein; D006801:Humans; D008024:Ligands; D008968:Molecular Conformation; D011506:Proteins / Q000037:antagonists & inhibitors* / Q000737:chemistry*; D054852:Small Molecule Libraries / Q000737:chemistry*; D012984:Software; D014584:User-Computer Interface
chemical_list: D008024:Ligands; D011506:Proteins; D054852:Small Molecule Libraries