Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=155 older N=133 younger N=22 GENDER Wilcoxon test N=9 male N=9 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=3 higher score N=3 lower score N=0 HISTOLOGICAL TYPE Kruskal-Wallis test N=119 RADIATIONS RADIATION REGIMENINDICATION Wilcoxon test N=9 yes N=9 no N=0 RACE Kruskal-Wallis test N=2 ETHNICITY Wilcoxon test N=0