Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=5 older N=4 younger N=1 GENDER t test N=29 male N=12 female N=17 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=30 RADIATIONS RADIATION REGIMENINDICATION t test N=6 yes N=6 no N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=1 higher yearoftobaccosmokingonset N=1 lower yearoftobaccosmokingonset N=0 DISTANT METASTASIS ANOVA test N=20 LYMPH NODE METASTASIS ANOVA test N=5 COMPLETENESS OF RESECTION ANOVA test N=2 NEOPLASM DISEASESTAGE ANOVA test N=5