Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=3019 shorter survival N=1360 longer survival N=1659 AGE Spearman correlation test N=3653 older N=1733 younger N=1920 PRIMARY SITE OF DISEASE ANOVA test N=17317 GENDER t test N=9010 male N=4122 female N=4888 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=206 higher score N=129 lower score N=77 HISTOLOGICAL TYPE ANOVA test N=16612 PATHOLOGY T Spearman correlation test N=5976 higher pT N=3211 lower pT N=2765 PATHOLOGY N Spearman correlation test N=15 higher pN N=3 lower pN N=12 PATHOLOGICSPREAD(M) ANOVA test N=38 TUMOR STAGE Spearman correlation test N=7398 higher stage N=3999 lower stage N=3399 RADIATIONS RADIATION REGIMENINDICATION t test N=5819 yes N=2864 no N=2955 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 STOPPEDSMOKINGYEAR Spearman correlation test N=2 higher stoppedsmokingyear N=0 lower stoppedsmokingyear N=2 TOBACCOSMOKINGHISTORYINDICATOR ANOVA test N=9 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=1 higher yearoftobaccosmokingonset N=0 lower yearoftobaccosmokingonset N=1 DISTANT METASTASIS ANOVA test N=0 LYMPH NODE METASTASIS ANOVA test N=10 COMPLETENESS OF RESECTION ANOVA test N=2389 NUMBER OF LYMPH NODES Spearman correlation test N=0 NEOPLASM DISEASESTAGE ANOVA test N=19