Resulting novel compounds showed a primary hit rate of 10.9%, much higher than for conventional high-throughput screening. Other tools like three-dimensional (3D) shape, atom-type similarity, or 2D extended connectivity fingerprints also retrieve molecules of interest out of a database with a useful success rate. Scaffold-hopping is also efficiently achieved by virtual screening, with 2D and 3D variants providing the best results.[1]