Chemotherapy is taking or injecting anti-cancer drugs into a vein. Chemicals travel through the bloodstream, killing or stopping malignant cells from growing in many parts of the body. Although it is difficult to cure the disease, chemotherapy for prostate cancer will also offer some benefits.