Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=23 shorter survival N=11 longer survival N=12 AGE Spearman correlation test N=8 older N=6 younger N=2 GENDER Wilcoxon test N=3 male N=3 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=1 higher score N=0 lower score N=1 HISTOLOGICAL TYPE Kruskal-Wallis test N=46 RADIATIONS RADIATION REGIMENINDICATION Wilcoxon test N=0 RACE Wilcoxon test N=0 ETHNICITY Wilcoxon test N=0