CONCEPTS: New dynamic algorithm forde novo drug suggestion

We describe a new method for de novo design of molecules that bind to protein active sites. The method, CONCEPTS (Creation of Novel Compounds by Evaluation of Particles at Target Sites), places a group of atom-like particles in the site. The particles are free to move within the site to improve binding to the protein. A key innovation of this technique is that covalent connections are made among the particles in a stochastic and dynamically reversible manner. These changes in the topology are either accepted or rejected depending on their ability to improve the total energy of the enzyme–inhibitor complex. The method is applied to two test systems: The FK506 binding protein (FKBP-12) and HIV-1 aspartyl protease. In both cases, we are able to predict, de novo, drugs that have striking similarities to known potent inhibitors and that can successfully be used to generate “hits” of the known inhibitors from a data base. © John Wiley & Sons, Inc.