Combination cancer therapy is when doctors treat your cancer with more than one type of treatment. The combination may be a mix of surgery Surgery for Cancer , radiation therapy Radiation Therapy for Cancer (uses high energy to shrink cancer tumors and destroy cancer cells), and chemotherapy Chemotherapy (medicines to destroy cancer cells).