Meanwhile, top genes specifically associated with DCIS were related to muscle cell regulation (SMYD1, PDE1C, PAMR1), olfactory receptors (OR5P3, OR5P2) and immune related functions (IL33, LIFR, etc.). This evidence concerns the gene PDE1C and ductal breast carcinoma in situ.