Many of the pathways were found to be associated with GBM in literature, including the BioCarta EGF pathway and MTOR pathway30, the KEGG P53 signaling pathway and the PID TGF-β and Ras signaling pathway31. This evidence concerns the gene TGFB1 and glioblastoma.