The factors of interest included the age of the breast cancer patient, patient education level, place of residence, marital status, pre-existing comorbidity, axillary node status, estrogen receptor, tumor size, body mass index at diagnosis, stage of cancer, and baseline treatment as statistically significant variables. The gene discussed is ESR1; the disease is breast carcinoma.