Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=0 GENDER t test N=5 male N=1 female N=4 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=4 PATHOLOGY T Spearman correlation test N=0 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=2 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=0 NEOADJUVANT THERAPY t test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 STOPPEDSMOKINGYEAR Spearman correlation test N=0 TOBACCOSMOKINGHISTORYINDICATOR ANOVA test N=1 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0