Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=10 shorter survival N=6 longer survival N=4 AGE Spearman correlation test N=0 GENDER t test N=32 male N=15 female N=17 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=8 PATHOLOGY T Spearman correlation test N=15 higher pT N=2 lower pT N=13 PATHOLOGY N Spearman correlation test N=3 higher pN N=1 lower pN N=2 PATHOLOGICSPREAD(M) ANOVA test N=6 TUMOR STAGE Spearman correlation test N=10 higher stage N=1 lower stage N=9 RADIATIONS RADIATION REGIMENINDICATION t test N=0 NEOADJUVANT THERAPY t test N=0