Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=8 shorter survival N=4 longer survival N=4 AGE Spearman correlation test N=0 GENDER t test N=18 male N=6 female N=12 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=1 higher score N=1 lower score N=0 HISTOLOGICAL TYPE ANOVA test N=110 PATHOLOGY T Spearman correlation test N=1 higher pT N=0 lower pT N=1 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=19 TUMOR STAGE Spearman correlation test N=2 higher stage N=2 lower stage N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=8 yes N=3 no N=5 NEOADJUVANT THERAPY t test N=2 yes N=1 no N=1 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 STOPPEDSMOKINGYEAR Spearman correlation test N=0 TOBACCOSMOKINGHISTORYINDICATOR ANOVA test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0