Our finding that gamma radiation can induce spherogenesis in non-stem cancer cells, and that this process requires the expression of Sox2 and Oct3/4, are consistent with the activation of a “stemness program” mediated by non-targeted epigenetic effects in irradiated cells where the reprogramming of gene expression is associated significantly increased radio-resistance [72]. This evidence concerns the gene POU5F1 and cancer.