e11573 Background: Neoadjuvant chemotherapy (NAC) has been widely used in patients with LABC. Although survival rates after neoadjuvant and adjuvant therapy are similar, NAC was shown to increase lumpectomy surgery and allow in vivo evaluation of treatment response. It is thought that pathologic complete response (pCR) after NAC by itself or together with other factors could predict overall survival (OS) and/or relapse free survival (RFS). Methods: Seventy-one of the 74 enrolled patients (mean tumor size=7.7cm) were analyzed. All patients received 4 cycles of T (75mg/m2) and C (AUC=6) before and after surgery. HER2+ patients were randomized to receive either TCH or TC preoperatively; both received 1 year of H. Tumor size and nodal status were estimated clinically at baseline and pathologically after surgery. Bi & multivariate analyses were performed on pCR, clinical and pathologic characteristics to predict OS and RFS. Hazard ratios (HR) are reported. Results: The median follow up was 2.0 years with 8 deaths and 9 recurrences. Nineteen (26.8%) had pCR. Kaplan-Meier RFS was 82.0% & 54.2% and OS was 88.9% vs 70.6% at 3 years follow up for pCR & non-pCR respectively. In the bivariate analysis, pCR (HR=0.32, p=0.114), lower tumor stage (p=0.097) and negative LN (p=0.0695) trended a favorable RFS. Lower tumor stage (p=0.032), negative LN (p=0.029) and lumpectomy surgery (p=0.023) were associated with better OS. In multivariate analysis, inflammatory breast cancer (p=0.041) and triple negative breast cancer-TNBC (p=0.044) predicted poor OS. Conclusions: With few deaths/recurrences we were unable to conclusively identify predictors for OS or RFS. Inflammatory and TNBC remain poor prognosticators for OS and RFS. pCR was a suggestive predictor (HR<1) but not statistically significant probably due to low sample size and high number of pCR cases that were TNBC. [Table: see text]