Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=2 older N=0 younger N=2 GENDER t test N=4 male N=1 female N=3 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=149 PATHOLOGY T Spearman correlation test N=0 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=14 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=39 yes N=37 no N=2 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 TOBACCOSMOKINGHISTORYINDICATOR ANOVA test N=43 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0 COMPLETENESS OF RESECTION ANOVA test N=692