Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=1 shorter survival N=1 longer survival N=0 AGE Spearman correlation test N=183 older N=73 younger N=110 PRIMARY SITE OF DISEASE ANOVA test N=4 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=1 higher score N=1 lower score N=0 TUMOR STAGE Spearman correlation test N=28 higher stage N=25 lower stage N=3 RADIATIONS RADIATION REGIMENINDICATION t test N=25 yes N=18 no N=7 COMPLETENESS OF RESECTION t test N=0