Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=3 shorter survival N=2 longer survival N=1 AGE Spearman correlation test N=193 older N=71 younger N=122 PRIMARY SITE OF DISEASE ANOVA test N=59 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=1327 yes N=1256 no N=71 COMPLETENESS OF RESECTION ANOVA test N=1