Although a previous 2D, IHC-based study reported a correlation between Ki-67 and PD-L1 expression in breast tumor cells40, our tumor-wide analysis showed divergent patterns of Her2+ cell expression of Ki-67 and PD-L1+ (Supplementary Fig. S9). Here, MKI67 is linked to neoplasm.