The top cell types with the highest frequency of communication with cancer cells were mesenchymal cells and endothelial cells in luminal BC, macrophages and proliferating cells in HER2+ BC, and plasmablasts and endothelial cells in TNBC, respectively (Figure 4B). This evidence concerns the gene ERBB2 and cancer.