In alignment with our earlier observations, eight ferroptosis-related risk genes—AURKA, RRM2, HBA1, CAPG, HSPB1, GDF15, STEAP3, and NNMT—displayed heightened expression levels within the GBM group and notably in the macrophage M2 phenotype. The gene discussed is RRM2; the disease is glioblastoma.