Illustration
of template (shape-based protocol: orange, pharmacophore-based
protocol: blue) and target (grey) compounds. Panel (A) shows different
template/target compound couples of low similarity, i.e., Tanimoto
(Tc) or Tversky (Tv) coefficient of <0.5, which lead to successful
docking. Templates 3dpk, 2i0v, 5x23, 3bki, 3ha8, and 1i7i were used
for cases 1–6, respectively. Panel (B) shows scenarios that
lead to docking failure for different possible reasons. While displaying
high similarity with the target compounds, the hivint pharmacophore-based
template compound adopts a different binding mode (B.1), and the shape-based
template compounds leads to an unexpected failure that cannot be explained
neither by the coverage nor their respective binding site (B.2). The
shape-based template compound for bace1, which is the same as the
pharmacophore-based template, adopts a different binding mode compared
to the target despite the high similarity (B.3). Low shape, flexibility,
and physicochemical similarities are observed between the template
and the target compound for pygm (B.4); case B.5 is an example of
a poor overlap between template and target compounds that is responsible
for poor performance. Templates 3nf9, 3nf6, 3l5c, 3g72, and 6mob were
used for cases 1–5, respectively.