"With cancer increasingly recognized as being comprised of many subtypes differentiated by specific molecular profiles, identifying the most effective combination therapies is challenging. Defining appropriate patient subsets, selecting agents active against specific targets, predicting effective therapeutic combinations, and appropriately interpreting clinical trial results are significant problems for pharmaceutical companies, clinicians, statisticians, and regulators. These issues will need to be addressed in order to meet the needs of people with cancer."