We demonstrate that RNAi screens can be used to identify genes that are differentially required for viability of cancer cell lines and, as proof of this principle, identify the known oncogene PIK3CA as essential for viability in MCF7 cells with an activating PIK3CA mutation. This evidence concerns the gene PIK3CA and cancer.