Disclosed herein are methods for determining whether an individual with cancer is suitable for a treatment with an NQO1 bioactivatable drug, predicting responsiveness of an individual with cancer to a treatment with an NQO1 bioactivatable drug, and treating an individual with cancer with an NQO1 bioactivatable drug composition.