SPP1 and neoplasm: We also identified a large number of cell adhesion and cell communication pathway genes, such as CDH3, SPP1, SPINK and CEACAM5 (sheet S1.A in Additional file 1) that are highly up-regulated in all lung AC tumours, and hence could be associated with the early metastasis of lung AC.