Additionally, molecules related to adverse and pro-metastatic features were also highly activated/repressed in the invasive tumor margin (CDH1, ABCG5, APOA1, ID2, LAMC1, CTNNA1, MGMT, HNF4A, ALDH8A). This evidence concerns the gene ID2 and neoplasm.