To distinguish between anti-cancer and non-cancer drugs, we use two methods: (i) drugs with names ending in “ib” were automatically classified as anti-cancer drugs, as this suffix is conventionally used for protein kinase inhibitors in cancer therapy, and (ii) for all other drugs, we search DrugBank database to determine their primary therapeutic use and classified them accordingly. This evidence concerns the gene WEE1 and cancer.