The correlation analysis of TMB and the expression of MMR genes further demonstrated that a high TMB was associated with the expression of MLH1, MSH2, MSH6, POLD1 and POLE in gliomas without MMR mutations (Fig. 4d). This evidence concerns the gene POLD1 and central nervous system cancer.