Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=1320 older N=446 younger N=874 GENDER Wilcoxon test N=24 male N=24 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=270 higher score N=269 lower score N=1 HISTOLOGICAL TYPE Kruskal-Wallis test N=4198 RADIATIONS RADIATION REGIMENINDICATION Wilcoxon test N=1559 yes N=1559 no N=0 RACE Kruskal-Wallis test N=3 ETHNICITY Wilcoxon test N=0