Through transcriptome profiling, we found that DCIS fibroblasts were characterized by unique alterations in cell cycle and motility related genes in such as PKMYT1, TGF-α, SFRP1 and SFRP2, which predicted increased cell growth and invasion by IPA. Here, PKMYT1 is linked to ductal breast carcinoma in situ.