We try to evaluate the amount of tumor-infiltrating lymphocytes (TILs) in patients with breast cancer using radio-mics. Because of most TILs in breast cancer consisting of T-lymphocytes, it reflects anti-tumor cell activity. Recently the tumor micro-environment has been also shown to be associated with the metabolic activity of cancer cells as well as with local immune reactions, too.