A pilot study of adult (≥ 18 years) women with stage II-III breast cancer who will receive preoperative chemotherapy prior to mastectomy. Patients will have real-time serum glycan profiling, expression of tissue MUC 1 oncoprotein isoforms to predict neoadjuvant chemotherapy response and additional mammography and HD PET/CT examinations to assess response. The investigators hypothesize that a functional tumor assessment utilizing high-definition positron emission tomography/computed tomography (HD PET/CT), real-time serum glycan profiling, and expression of tissue MUC 1 oncoprotein isoforms will predict neoadjuvant chemotherapy response in breast cancer patients.