This initial selection encompassed well-established predictors of breast cancer recurrence such as tumor grade, HER2, ER, PR, menopausal status, tumor size, lymph node involvement, Histological Type, and Tumor Location. The gene discussed is ERBB2; the disease is breast cancer.