Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=3018 shorter survival N=1360 longer survival N=1658 AGE Spearman correlation test N=3682 older N=1748 younger N=1934 PRIMARY SITE OF DISEASE ANOVA test N=17315 GENDER t test N=8993 male N=4112 female N=4881 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=206 higher score N=129 lower score N=77 HISTOLOGICAL TYPE ANOVA test N=16971 PATHOLOGY T Spearman correlation test N=5911 higher pT N=3176 lower pT N=2735 PATHOLOGY N Spearman correlation test N=16 higher pN N=3 lower pN N=13 PATHOLOGICSPREAD(M) ANOVA test N=30 TUMOR STAGE Spearman correlation test N=7395 higher stage N=3996 lower stage N=3399 RADIATIONS RADIATION REGIMENINDICATION t test N=5814 yes N=2865 no N=2949 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 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=2 COMPLETENESS OF RESECTION ANOVA test N=2319 NUMBER OF LYMPH NODES Spearman correlation test N=0 NEOPLASM DISEASESTAGE ANOVA test N=5