Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=1170 older N=613 younger N=557 GENDER Wilcoxon test N=6 male N=6 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=89 higher score N=64 lower score N=25 HISTOLOGICAL TYPE Kruskal-Wallis test N=5516 RADIATIONS RADIATION REGIMENINDICATION Wilcoxon test N=696 yes N=696 no N=0 RACE Kruskal-Wallis test N=1 ETHNICITY Wilcoxon test N=0