In addition to age, KPS, postoperative standard chemoradiotherapy, the extent of tumor resection, and the status of MGMT, multivariate analysis indicated that the NLR (p = 0.017), PLR (p < 0.001) and SII (p = 0.007) remained independent of prognostic significance (Table 2). This evidence concerns the gene MGMT and neoplasm.