Treatment of Prostate Cancer For localized cancer within the prostate, surgery, radiation therapy, or active surveillance For cancer outside of the prostate, palliation with hormonal therapy, radiation therapy, or chemotherapy For some men who have low-risk cancers, active surveillance without treatment Treatment is guided by prostate-specific antigen (PSA) level, grade and stage of tumor, patient age, coexisting disorders, life expectancy, and patient preferences.