ST6GAL1 and astrocytoma (excluding glioblastoma): As shown in Fig. 1, surgical methods, chemotherapy, and genotypes (ST6GAL1-rs2239611, −rs1042757) were the primary prognostic factors for astrocytoma (p <  0.05).