ABSTRACT

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

often be measured earlier, easier, and more frequently and are less subject to

competing risks, and less confounded. The utilization of biomarkers 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.