Cancer cell lines, grown from tumor cells and cultivated under laboratory conditions, are a mainstay of cancer research. They provide valuable insights into cancer genomics and biology, but for several reasons, scientists often struggle to compare data from cell line-based experiments with those from their complementary tumors, or select the best cell lines for modeling particular tumor types.