The model integrating all factors from the multivariate cox regression was displayed as a nomogram in Fig. 1F. This model demonstrated that tumor grade contributed the most to prognosis, followed by TRAF7 expression, chemotherapy, IDH1 mutation, X1p19q codeletion and MGMTp methylation. This evidence concerns the gene TRAF7 and neoplasm.