Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=3048 shorter survival N=1442 longer survival N=1606 AGE Spearman correlation test N=3682 older N=1744 younger N=1938 PRIMARY SITE OF DISEASE ANOVA test N=17229 GENDER t test N=8979 male N=4341 female N=4638 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=196 higher score N=92 lower score N=104 HISTOLOGICAL TYPE ANOVA test N=17150 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=5806 yes N=2804 no N=3002 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=2 higher yearoftobaccosmokingonset N=0 lower yearoftobaccosmokingonset N=2 DISTANT METASTASIS ANOVA test N=576 LYMPH NODE METASTASIS ANOVA test N=9839 COMPLETENESS OF RESECTION ANOVA test N=2084 NUMBER OF LYMPH NODES Spearman correlation test N=0 NEOPLASM DISEASESTAGE ANOVA test N=10650