Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=15 shorter survival N=3 longer survival N=12 AGE Spearman correlation test N=0 GENDER t test N=21 male N=5 female N=16 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=3 higher score N=3 lower score N=0 HISTOLOGICAL TYPE ANOVA test N=78 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=6 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=12 yes N=8 no N=4 NEOADJUVANT THERAPY t test N=1 yes N=0 no N=1