Top five up-regulated genes in malignant tumours were COL11A1, SFRP2, LCN2, COL2A1 and H19. COL11A1 gene encodes one of the two alpha chains of type XI collagen, a minor fibrillar collagen which has been implicated in tumour progression in humans. Here, LCN2 is linked to neoplasm.