The prognostic signatures evaluated provided significant information to help determine appropriate candidates consisting of patients with ER-positive, ERBB2-negative breast cancer, for whom chemotherapy and extended endocrine therapy might not be indicated. The gene discussed is ESR1; the disease is breast cancer.