The diagnostic value of has_circ_0000615 for non-metastatic BC was notable, with an AUC of 0.904, sensitivity of 76.8%, and specificity of 88.4%, surpassing conventional tumor biomarkers like CA153, CA125, and CEA. The gene discussed is MUC1; the disease is neoplasm.