Here, we propose that, as for any drug, there is a dose range for biguanides that is without any effect, one corresponding to “diabetobiguanides” with a pharmacological effect (e.g., insulin sensitization in type 2 diabetes, prevention of insulin-dependent carcinogenesis, indirect inhibition of insulin and growth factor-dependent cancer growth) but with minimal toxicity and another corresponding to “oncobiguanides” with pharmacological (i.e., direct and strong anticancer activity against cancer cells) as well as toxic effects. This evidence concerns the gene INS and cancer.