In addition, the negative correlation between tumor mutation burden (TMB) and PANRG-score was revealed by spearman’s correlation analysis and the negative correlations between TMB and DDX3X, CASP7, GSDME expression levels were also uncovered (Fig. 7E–H, all P < 0.005). This evidence concerns the gene CASP7 and neoplasm.