We identified 7 promising prognostic genes (ADH4, DHRS3, DHRS9, LRAT, RDH10, RDH12, and RDH5) within glioma and developed a prognostic model with significant predictive accuracy. This evidence concerns the gene RDH5 and central nervous system cancer.