Through analyses from MEM and Webgestalt, we found that the enriched pathways associated with tumor progression were mainly the p53 signalling pathway and PI3K-AKT signalling pathway (Additional file 2: Table S1, Additional file 3: Figure S2). This evidence concerns the gene AKT1 and neoplasm.