The search for molecules that correlate with cancer progression is an evolving and exciting area of research. Such biomarkers have utility in a number of areas, most notably in a variety of clinical development programs. Modern technologies are revealing multiple potential biomarker candidates. However, the challenge remains in validating the correlation in levels of a particular molecule with clinical parameters. In this article, the area of biomarkers and cancer vaccines is briefly reviewed and the possibility of combining multiple molecules to generate a profile that correlates with outcome, rather than using more conventional single molecule biomarker systems, is explored.