Gene ontology analysis of these DEGs showed that in advanced stage tumours, pathways such as cell adhesion (VCAN), ECM receptor interaction (COL1A2, COL3A1, ITGA11, and TNN) and pathways in cancer (JUN, and MYC) getting deregulated. This evidence concerns the gene VCAN and neoplasm.