Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=4 older N=3 younger N=1 GENDER t test N=30 male N=11 female N=19 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=38 PATHOLOGY T Spearman correlation test N=20 higher pT N=1 lower pT N=19 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=12 TUMOR STAGE Spearman correlation test N=2 higher stage N=0 lower stage N=2 RADIATIONS RADIATION REGIMENINDICATION t test N=6 yes N=6 no N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 TOBACCOSMOKINGHISTORYINDICATOR ANOVA test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=1 higher yearoftobaccosmokingonset N=1 lower yearoftobaccosmokingonset N=0 COMPLETENESS OF RESECTION ANOVA test N=2