Mechanically, KEGG pathway analysis and GO analysis demonstrated the dysregulation of PI3K/AKT axis in glioma, which could lead to the downregulation of PLIN1 and the following tumor proliferation and invasion in glioma. Here, AKT1 is linked to neoplasm.