With current testing strategies, the number of novel targeted anticancer agents will exceed our drug selection capacity. Molecular imaging is a powerful additional tool that can assist us in selecting effective drugs and help patients benefit from targeted agents. Moreover, measurement of the functional effects of such targeted agents could permit dynamic tuning of treatment selection at the earliest time point at which loss of functional effects is observed.