Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=3 shorter survival N=3 longer survival N=0 AGE Spearman correlation test N=10 older N=5 younger N=5 PRIMARY SITE OF DISEASE Kruskal-Wallis test N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 COMPLETENESS OF RESECTION Kruskal-Wallis test N=0 RACE Kruskal-Wallis test N=0 ETHNICITY Wilcoxon test N=0