AVP and ductal breast carcinoma in situ: The differentially expressed genes across samples along with results from sample distribution plots suggest that ADH is similar to healthy mammary tissue, but that substantial transcription changes are acquired in DCIS and invasive cancer, which is in agreement with reports that DCIS is molecularly, histopathologically, clinically, and biologically distinct from ADH [33].