Main article: Chemotherapy. Chemotherapy is the treatment of cancer with drugs (anticancer drugs) that can destroy cancer cells. In current usage, the term chemotherapy usually refers to cytotoxic drugs which affect rapidly dividing cells in general, in contrast with targeted therapy (see below).