Subsequent incorporation of SOCS1 into both univariate and multivariate Cox proportional hazards models, alongside clinical characteristics of glioma patients, demonstrated that SOCS1 acts as a positive prognostic factor in the univariate analysis (Fig. 11B and E). This evidence concerns the gene SOCS1 and glioma.