ABSTRACT

Biomarkers, as compared to a true (primary) endpoint such as survival, can

often be measured earlier, more easily, and more frequently; they are less

subject to competing risks and less confounded. The utilization of biomark-

ers will lead to a better target population with a larger effect size, a smaller

sample size required, and faster decision making. With the advancement of

proteomic, genomic, and genetic technologies, personalized medicine with

the right drug for the right patient becomes possible.