By analyzing the RNAi screening data from the cancer dependency map project19, we further identified six genes - CD27, CEACAM1, CTLA4, LRIG1, PDCD1LG2, and TNFRSF18, the knockdown of which resulted in the enrichment of corresponding cancer cells expressing their respective targeting shRNAs. Here, CEACAM1 is linked to cancer.