By integrating patterns of FOX genes expression with anticancer drugs sensitivity, we speculated that six FOX genes, including FOXO3, FOXO1, FOXN3, FOXK2, FOXN2, and FOXJ3, might be important for the development and treatment of a wide range of cancers. Here, FOXO1 is linked to cancer.