BC with LNM is not necessarily related to patient age, lactation history, family history of BC, BMI, menstruation, or molecular typing, Patients with high GBP1 expression have a relatively short overall survival period, and suggests poor patient prognosis. The gene discussed is GBP1; the disease is breast cancer.