Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=2 shorter survival N=2 longer survival N=0 AGE Spearman correlation test N=0 GENDER t test N=1 male N=1 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 DISTANT METASTASIS ANOVA test N=7 LYMPH NODE METASTASIS ANOVA test N=6 NEOPLASM DISEASESTAGE ANOVA test N=5