Algorithm of pharmacophore model generation

Abstract

Generating pharmacophore models and screening compounds with them play an important role in lead discovery and optimization. However, without knowledge about its algorithm, especially when we generate models based on ligand superposition, it should be difficult to obtain a good predictive models. Here, I outlined the algorithm of pharmacophore modeling employed in BIOVIA Discovery Studio and pointed out suggested tricks and traps upon selecting compounds for model generation.