Furthermore, KEGG analysis showed that the DEGs were involved in several important pathways that promote tumour progression, including the PI3K-Akt signalling pathway, p53 signalling pathway, extracellular matrix (ECM)–receptor interaction, and focal adhesion (Fig. S7D and Table S5, see online supplementary material). This evidence concerns the gene AKT1 and neoplasm.