Additionally we selected seven other genes, ATF3, ADAMTS1, EGFR, PRNP, IGFBP6, ID4 and FN1, found to be differentially expressed according to tumor subtype and ER+/ER- classification from the tumor-specific differentially expressed gene-set. This evidence concerns the gene ID4 and neoplasm.