Here, we used the KM plotter database to assess the prognostic values of the selected 15 members of F-box mRNA expression in BC and demonstrated that FBXO1, FBXO31, SKP2, and FBXO5 were significantly associated with worse prognosis in BC patients. The gene discussed is FBXO31; the disease is breast cancer.