An increase in the angiogenesis-related pathways [19] such as changes in the extracellular matrix, endothelial cell proliferation, migration, VEGF signaling, and actin cytoskeleton signaling at the DCIS stage was also observed. This evidence concerns the gene VEGFA and ductal breast carcinoma in situ.