Quality metric = 28S to 18S: 1.8 Patient Age: 60-70 Gender: Female Ethnic Background: Caucasian Tobacco Use : Yes Years of Tobacco Use: 0-5 Type of Tobacco Use: Cigarettes Alcohol Consumption?: No Family History of Cancer?: Yes Days from Patient Diagnosis to Excision: 9 Mammogram: No Oral contraceptives?: Yes Number of years of use? (Oral contraceptives): 6-10 Oophorectomy?: No Fibrocystic disease?: No Mammogram calcifications?: No Pathological T: 4b Pathological N: 2a Pathological M: 1 Pathological Metastatic Sites: Pulmonary Pathological Stage: 4 Pathological Grade: 3 Pathological ER: Negative Pathological PR: Negative Pathological HER/2 Neu: Positive Primary Site: Breast Histology: Ductal Carcinoma