In our results, during the transition from DCIS to IDC, an overrepresentation of vascular endothelial cells expressing PECAM1 and VWF, as well as an increase in the CXCL12 and CXCR4 chemokine-chemokine receptor pair, was noted. Here, PECAM1 is linked to ductal breast carcinoma in situ.