To investigate functional role of these differentially expressed miRNAs in the signature, we performed KEGG and GO analysis to find out they were mostly enriched in carcinogenesis related process and tumor proliferation pathway (Ras, PI3K-Akt, Rap1 pathway). Here, AKT1 is linked to neoplasm.