Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=1 shorter survival N=0 longer survival N=1 AGE Spearman correlation test N=4 older N=1 younger N=3 GENDER t test N=1 male N=1 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=5 PATHOLOGY T Spearman correlation test N=1 higher pT N=1 lower pT N=0 PATHOLOGY N Spearman correlation test N=2 higher pN N=0 lower pN N=2 PATHOLOGICSPREAD(M) t test N=0 TUMOR STAGE Spearman correlation test N=3 higher stage N=1 lower stage N=2 RADIATIONS RADIATION REGIMENINDICATION t test N=0 NEOADJUVANT THERAPY t test N=0