This article is about the possibilities of increasing effectiveness and reducing toxicity in standard chemotherapy for cancer. Three possibilities are described: mechanisms of and overcoming multidrug resistance, selective transportation and drug delivery using vectors and artificial vehicles, and individualization of anticancer therapy.