Examination of the correlations between operative procedures and clinicopathological features revealed the following significant differences in patients who underwent mastectomy: older age (p = 0.001), higher frequency of tumor with diameter more than 30 mm (p = 0.006), and lower Ki67 (p = 0.012) (Additional file 1: Table S1). Here, MKI67 is linked to neoplasm.