Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=1 shorter survival N=1 longer survival N=0 AGE Spearman correlation test N=0 GENDER t test N=2 male N=1 female N=1 PATHOLOGY T Spearman correlation test N=6 higher pT N=1 lower pT N=5 PATHOLOGY N Spearman correlation test N=3 higher pN N=0 lower pN N=3 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