In contrast with the very well explored concept of structure-activity relationship, similar studies are missing for the dependency between binding kinetics and compound structure of a protein ligand complex, the structure-kinetic relationship. Here, we present a structure-kinetic relationship study of the cyclin-dependent kinase 8 (CDK8)/cyclin C (CycC) complex. The scaffold moiety of the compounds is anchored in the kinase deep pocket and extended with diverse functional groups toward the hinge region and the front pocket. These variations can cause the compounds to change from fast to slow binding kinetics, resulting in an improved residence time. The flip of the DFG motif ("DMG" in CDK8) to the inactive DFG-out conformation appears to have relatively little influence on the velocity of binding. Hydrogen bonding with the kinase hinge region contributes to the residence time but has less impact than hydrophobic complementarities within the kinase front pocket.kinetic profiling | structure-based drug design T he cyclin-dependent kinase 8/cyclin C (CDK8/CycC) complex is a potent oncogene (1-4), involved in transcription and regulation of transcriptional activity (5-10), linked to epigenetic processes (11), and regarded as an attractive drug target. The recent clinical success of the small molecule inhibitors sorafenib (BAY-43006, Bayer Pharma) and imatinib (STI-571, Novartis Pharma AG) has been attributed to their deep pocket binding mode (12). The "deep pocket" (13) is adjacent to the kinase ATP binding site and accessible in protein kinases by the rearrangement of the DFG motif (a short motif composed of the residues AspPhe-Gly near the N-terminal region of the activation loop) from the active (DFG-in) to the inactive state (DFG-out) (13,14). Binding of a type II compound to such a DFG-out conformation often includes slow binding kinetics (15) with a prolonged "residence time," which is defined as the period for which a target is occupied by a compound (16). Residence time is currently considered to be a key success factor for compound optimization during drug discovery and perhaps as important as the apparent affinity such as half-inhibitory concentration (IC 50 ) or dissociation constant (K d ) (16,17). Accordingly, residence time could be a key to providing enhanced potency in vivo (18) and a means to improve the correlation of in vitro and in vivo efficacy of drugs (19). Despite the increased acceptance of the need to understand binding kinetics, the interplay between compound-target interactions and binding kinetics is in general too complex and poorly understood to enable prediction of the essential dynamic properties. The impact of the combination of kinetic data of proteininhibitor interactions with crystallographic studies has been recognized with pioneer studies such as bovine trypsin in complex with the bovine pancreatic trypsin inhibitor (20). The concept of structure-activity relationships describing the interdependency between binding affinity and compound structure has been well explored in the l...