Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=1 shorter survival N=1 longer survival N=0 AGE Spearman correlation test N=0 GENDER t test N=2 male N=0 female N=2 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=136 PATHOLOGY T Spearman correlation test N=0 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=17 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=43 yes N=42 no N=1 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 STOPPEDSMOKINGYEAR Spearman correlation test N=0 TOBACCOSMOKINGHISTORYINDICATOR ANOVA test N=13 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0