Using netSAM, we identified six novel genes (TSPYL5, CD55, CCNE2, DCK, BBC3, and MUC1) as cancer biomarkers for predicting survival and metastasis in patients with breast cancer. The gene discussed is TSPYL5; the disease is breast cancer.