Quest for the rings. In silico exploration of ring universe to identify novel bioactive heteroaromatic scaffolds.
Bioactive molecules only contain a relatively limited number of unique ring types. To identify those ring properties and structural characteristics that are necessary for biological activity, a large virtual library of nearly 600 000 heteroaromatic scaffolds was created and characterized by calculated properties, including structural features, bioavailability descriptors, and quantum chemical parameters. A self-organizing neural network was used to cluster these scaffolds and to identify properties that best characterize bioactive ring systems. The analysis shows that bioactivity is very sparsely distributed within the scaffold property and structural space, forming only several relatively small, well-defined "bioactivity islands". Various possible applications of a large database of rings with calculated properties and bioactivity scores in the drug design and discovery process are discussed, including virtual screening, support for the design of combinatorial libraries, bioisosteric design, and scaffold hopping.
Ertl
Peter
P
Novartis Institutes for BioMedical Research, CH-4002 Basel, Switzerland. peter.ertl@novartis.com
Jelfs
Stephen
S
Mühlbacher
Jörg
J
Schuffenhauer
Ansgar
A
Selzer
Paul
P
D001682:Biological Availability; D016208:Databases, Factual; D015195:Drug Design; D006571:Heterocyclic Compounds / Q000737:chemistry*; D006841:Hydrocarbons, Aromatic / Q000737:chemistry*; D015394:Molecular Structure; D016571:Neural Networks, Computer; D004364:Pharmaceutical Preparations / Q000737:chemistry*; D011789:Quantum Theory
D006571:Heterocyclic Compounds; D006841:Hydrocarbons, Aromatic; D004364:Pharmaceutical Preparations