Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=5 shorter survival N=5 longer survival N=0 AGE Spearman correlation test N=329 older N=129 younger N=200 PRIMARY SITE OF DISEASE Kruskal-Wallis test N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=2 higher score N=1 lower score N=1 RADIATIONS RADIATION REGIMENINDICATION Wilcoxon test N=0 COMPLETENESS OF RESECTION Kruskal-Wallis test N=0 RACE Kruskal-Wallis test N=0 ETHNICITY Wilcoxon test N=0