Ferroptosis-related genes in this study included ISCU, NFE2L2, MAFG, ZEB1, VDAC2, TXNIP, SCD, and JDP2. These genes have been studied in metabolic processes or tumor development. The gene discussed is VDAC2; the disease is neoplasm.