Described herein are compositions and methods for treating cancer, comprising administering to an individual having cancer an agent to prevent MIC shedding (initiated at the alpha-3 ectodomain of MIC) by a tumor cell. Also provided herein are screening assays for identifying, or testing the efficacy of, an agent for increasing sensitivity of a tumor to immune cell-mediated killing.