Within the nine pivotal genes we have discerned, BMP2, HADHA, CCND1, and eEF1A1 emerge as protective factors for the prognosis of GBM, while H6PD, SPP1, SLC25A20, TXNIP, and ACTA1 present as elements of risk. This evidence concerns the gene H6PD and glioblastoma.