Purpose: The expression of HAGE as a novel prognostic and predictive tool was assessed in 1,079 triple-negative breast cancers (TNBC).Experimental Design: HAGE protein expression was investigated in an early primary TNBC (EP-TNBC; n ¼ 520) cohort who received adjuvant chemotherapy (ACT) and in a locally advanced primary TNBC cohort who received anthracycline combination Neo-ACT (n ¼ 110; AC-Neo-ACT). HAGE-mRNA expression was evaluated in the METABRIC-TNBC cohort (n ¼ 311) who received ACT and in a cohort of patients with TNBC who received doxorubicin/cyclophosphamide Neo-ACT, followed by 1:1 randomization to ixabepilone (n ¼ 68) or paclitaxel (n ¼ 64) as part of a phase II clinical trial. Furthermore, a cohort of 128 tumors with integrated HAGE gene copy number changes, mRNA, and protein levels were analyzed.Results: In patients with EP-TNBC, who were chemotherapy-na€ ve, high HAGE protein expression (HAGE þ ) was associated with a higher risk of death [HR, 1.3; 95% confidence interval (CI), 1.2-1.5; P ¼ 0.000005] when compared with HAGE À cases. Patients who received ACT and expressed mRNA-HAGE þ were at a lower risk of death than those who were mRNA-HAGE À (P ¼ 0.004). The expression of HAGE was linked to the presence of tumor-infiltrating lymphocytes (TIL), and both features were found to be independent predictors for pathologic complete response (pCR, P < 0.001) and associated with prolonged survival (P < 0.01), following AC-Neo-ACT. In patients with residual disease, HAGE þ had a 2-fold death risk increase (P ¼ 0.018) compared with HAGE À .Conclusions: HAGE expression is a potential prognostic marker and a predictor of response to anthracycline treatment in TNBC. A prospective clinical trial to examine the therapeutic value of HAGE for TNBC cases is warranted.