The results of the KEGG analysis showed that the PI3K/AKT pathway was significantly up-regulated (Figure S3B), which was in line with existing studies that emphasize the importance of the PI3K/AKT/mTOR pathway in regulating the growth, survival and metabolism of various tumor cells 30. The gene discussed is AKT1; the disease is neoplasm.