The rational drug design is one of the major challenges in structural and computational biology. Most of the known theoretical approaches on drug design are based on knowledge of the structures of the biological targets and its active sites where the drug binds. Such approaches use conventional force fields from molecular dynamics simulations as well as empirical force fields derived from data bases containing structures of different drugs bound to different targets where by complex modelling procedures a drug molecule is built into the binding site of the target molecule. The concept of indirect drug design tries to circumvent these hurdles. This computational approach is suitable to model drugs, if the knowledge on their binding sites is absent, assuming that drugs binding in the same pocket have common properties, which can be elucidated by appropriate similarity measures. Hence, by exploring the similarities between drugs that bind to the same target, we may also obtain information on the conformation of the drug in the binding pocket. A detection of the three-dimensional binding mode between a protein and a chemical compound is valuable to optimize drug candidates for high-throughput screening. Pharmacophore models are essential functional groups of atoms in the proper three-dimensional position to interact with a given receptor, and widely used for drug design. Recent pharmacophore models can be classifed into two categories, that are receptor-based pharmacophores and ligand-based pharmacophores. For a receptor with a known three-dimensional structure, receptor-based pharmacophores have been studied which are based on the famous concept of a key for the lock . On the other hand, since there are many proteins whose three-dimensional structures have not been known, ligand-based pharmacophore models are still useful. Traditionally, ligand-based pharmacophore models are computed by extracting common features among three-dimensional structures of compounds which are known to interact with a target protein A protein kinase is a kinase enzyme that modifies other proteins by chemically adding phosphate groups to them (phosphorylation). Phosphorylation usually results in a functional change of the target protein (substrate) by changing enzyme activity, cellular location, or association with other proteins. The human genome contains about 500 protein kinase genes and they constitute about 2% of all human genes. Protein kinases are also found in bacteria and plants. Up to 30% of all human proteins may be modified by kinase activity, and kinases are known to regulate the majority of cellular pathways, especially those involved in signal transduction . The chemical activity of a kinase involves removing a phosphate group from ATP and covalently attaching it to one of three amino acids that have a free hydroxyl group. Most kinases act on both serine and threonine, others act on tyrosine, and a number (dual-specificity kinases) act on all three. There are also protein kinases that phosphorylate other amino acids, including histidine kinases that phosphorylate histidine residues. Receptor Tyrosine Kinases: The Main Targets for New Anticancer Therapy Joachim Drevs, Michael Medinger, Carmen Schmidt-Gersbach, Renate Weber and Clemens Unger • Because conventional chemotherapy is not specific for cancer cells leading to toxic side effects there is a need for novel agents with high grade antitumor specificity. The major prerequisite to develop such drugs is to understand the targets that these agents should attack. In recent years a number of promising new anticancer drugs have been developed which target intracellular pathways or extracellular cell molecules. The clinically most effective compounds function as tyrosine kinase inhibitors. In the past, various tyrosine kinase receptors have been identified as regulators of tumor or tumor vessel growth. Having shown their expression characteristics in different tumor entities, specific inhibitors of the ATP binding sites of these receptors or antibodies were developed and entered clinical trials. The pathognomonic role of the tyrosine kinase defines the way of action of the inhibiting drug, whereas the amount of expression in tumor tissue defines the rationale to use the inhibitor to treat a specific protein. The future will define indications for such drugs by tumor kinase profiles instead of tumor entities. Gleevec, inhibiting the BCR-ABL tyrosine kinase; Iressa, inhibiting the EGF-receptor tyrosine kinase; Herceptin, inhibiting the Her2/neu tyrosine kinase and PTK787/ZK222584, inhibiting the VEGF-receptor tyrosine kinase will be discussed as representatives of selective tyrosine kinase inhibitors whereas ZD6474 and SU6668 will be discussed as representatives of multitarget tyrosine kinase inhibitors.