Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=41 shorter survival N=40 longer survival N=1 AGE Spearman correlation test N=2 older N=0 younger N=2 GENDER t test N=5 male N=3 female N=2 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 DISTANT METASTASIS ANOVA test N=104 LYMPH NODE METASTASIS ANOVA test N=234 NEOPLASM DISEASESTAGE ANOVA test N=119