Utilizing drug screening data across a panel of 46 cancer cell lines from 11 tumor lineages, we identified an ovarian cancer‐specific sensitivity to the first‐in‐class CRL4 inhibitors KH‐4‐43 and 33‐11. This evidence concerns the gene IL17RB and cancer.