Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=5 shorter survival N=3 longer survival N=2 AGE Spearman correlation test N=0 GENDER t test N=50 male N=1 female N=49 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=45 PATHOLOGY T Spearman correlation test N=0 PATHOLOGY N Spearman correlation test N=1 higher pN N=1 lower pN N=0 PATHOLOGICSPREAD(M) ANOVA test N=3 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=30 yes N=25 no N=5 NEOADJUVANT THERAPY t test N=3 yes N=2 no N=1