The simultaneous identification of disease-specific protein targets and their small molecule binding partners, suitable as drug candidates, could radically reduce the timeline and costs of drug discovery and development. Comparative chemical proteomics provides a novel approach to achieve this goal through rapid detection of overexpressed proteins in diseased samples by the application of small molecule microarrays. The interacting small molecules enables direct affinity-based isolation and identification of the proteins. In the present paper we report comparative chemical proteomics studies on melanocytes and melanoma cell-lines, which led to the identification of 3 overexpressed proteins (e.g. -tubulin) together with their small molecule binding partner.