Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=192 older N=74 younger N=118 PRIMARY SITE OF DISEASE ANOVA test N=2 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=1 higher score N=1 lower score N=0 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=30 yes N=15 no N=15 COMPLETENESS OF RESECTION ANOVA test N=1