The upregulation of genes encoding matrix associated factors including proteases and cell adhesion molecules such as ADAM12, NTN3, LRRC15, CDH17, PCDH19, VTN highlighted the relevance of the tumor microenvironment and cell–cell and cell–matrix interaction for progression to metastatic disease (Fig. 4a). Here, CDH17 is linked to metastatic neoplasm.