In drug discovery and many other complex endeavors, multidisciplinary approaches are essential. In science, it is fairly common to come across a combination of concepts, methodologies, and viewpoints that generate and develop novel research areas and pose novel ideas. Indeed, multidisciplinary research teams have been recognized as a key element to address health care problems . Chemoinformatics itself (also named in the literature cheminformatics, chemical informatics, etc.) , is a good example of such a merge of "traditional" disciplines . Another good example is Bioinformatics .