2D and 3D similarity landscape analysis identifies PARP as a novel off-target for the drug Vatalanib

Searching for two-dimensional (2D) structural similarities is a useful tool to identify new active compounds in drug-discovery programs. However, as 2D similarity measures neglect important structural and functional features, similarity by 2D might be underestimated.