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Scoring Function

LigandScout provides several scoring functions for ranking intermediate solutions during the ligand-based pharmacophore generation. All scoring functions were developed to deliver robust results for several investigated targets. However, different scoring functions may deliver different results, depending on whether shape (i.e., molecular volume) or chemical functionality is considered to be more relevant for the assumed binding mode. Available scoring functions comprise Pharmacophore-Fit (only taking into account chemical feature overlap), Atom Overlap (“ Fast Shape ”), Gaussian Shape Similarity, and a combination of Pharmacophore-Fit and Atom Overlap. These scoring functions are described in detail below.

Simple Geometric Scoring Function (“ Pharmacophore-Fit ”)

S FCR is the feature count/RMS distance score
S RMS is the matched feature pair RMS distance score in the range [0,9]
RMS FP is the RMS of the matched feature pair distances
N MFP is the number of geometrically matched feature pairs
c is a weighting factor for the number of matched feature pairs (currently 10.0)

Atom Sphere Overlap (“ Fast Shape ”)

S ARO is the atom radius overlap score in the range [0,1]
n is total number of atoms of all involved molecules
V i max is the maximum pseudo overlap volume of the ith atom with an atom of another involved molecule and lies in the range [0,1]. For the overlap volume to become non-zero, the atom has to overlap with at least one atom from each other involved molecule

Gaussian Shape Similarity

S GSO is the gauss shape overlap similarity in the range [0,1]
V I is the common volume of intersection of all involved molecules
V SOi is volume of intersection of the ith molecule with itself

Pharmacophore-Fit and Atom Overlap

S DOF is the pharmacophore-fit and atom overlap score
S MFC is the matched feature pair score
N MFP is the number of geometrically matched feature pairs
NF 1 is the number of features in the first pharmacophore
NF 2 is the number of features in the second pharmacophore
S FD is the matched feature pair distance score
d i is the distance of the ith matched feature pair if the distance is greater than 1, and zero otherwise
S RMS is the matched feature pair RMS distance score [0,1]
RMS max is the maximum RMS to consider (set to 5.0)
RMS FP is the RMS of the matched feature pair distances
S ARO is the atom radius overlap score in the range [0,1]

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Page designed & authored by G. Wolber

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