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Ligand-Based Pharmacophores

Why Use Ligand-Based Pharmacophores?

The ligand-based strategy deals with the absence of the macromolecule structure by deriving pharmacophore models from a set of ligands. This approach considers the conformational flexibility of the ligands.
Similar small molecules provide similar biological activity. Thus, this approach searches for a common feature pattern that is shared in an active ligand-set. The following figures show the ligands (LS2, LS3 and LS4) of 1ke6, 1ke7 and 1ke8 which bind to CDK2. LigandScout automatically creates the respective pharmacophore to these ligands.
The ligands LS2 (brown), LS3 (blue) and LS4 (pink) of the PDB entries 1ke6, 1ke7 and 1ke8
Figure 8.1. The ligands LS2 (brown), LS3 (blue) and LS4 (pink) of the PDB entries 1ke6, 1ke7 and 1ke8

LigandScout's ligand-based pharmacophore model aligned with LS2, LS3 and LS4
Figure 8.2. LigandScout's ligand-based pharmacophore model aligned with LS2, LS3 and LS4

In this case, LigandScout generates a ligand-based pharmacophore which is composed of two hydrophobic features (yellow spheres), two aromatic rings (grey elements), two hydrogen bond donor features (green vectors) and two hydrogen bond acceptors (red vectors).

Basic Workflow

The workflow for ligand-based pharmacophore model generation based on a set of ligands is as follows:
  1. Define and prepare Ligand-Set (Training-Set, Test-Set)
  2. Ligand-based pharmacophore creation
  3. Visualization, user interaction, and export for virtual screening

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Page designed & authored by G. Wolber

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