Seven genes (GRHL2, ANXA1, APOL1, SETBP1, NR2F1, KLRB1 and PLAC9) were identified to be independent prognostic factors for the prognosis of BC patients via LASSO and multivariate Cox regression analyses. The gene discussed is ANXA1; the disease is breast cancer.