In univariate analysis, age, menopausal status, tumor grade, pathological type, tumor size, ER, PgR, HER2, Ki67, and molecular subtype were all found to be significantly associated with chemotherapy administration (P<0.001) (Supplementary Table 1). The gene discussed is ESR1; the disease is neoplasm.