The present invention relates to compositions, biomarkers, and their use in treatment of cancer. In some embodiments, the invention relates to the use of several biomarkers in methods for determining the responsiveness of a human subject to a specific compound, methods for monitoring the efficacy of the compound, or methods for treating a human subject.