Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=11 shorter survival N=4 longer survival N=7 AGE Spearman correlation test N=0 GENDER t test N=24 male N=9 female N=15 PATHOLOGY T Spearman correlation test N=3 higher pT N=3 lower pT N=0 PATHOLOGY N Spearman correlation test N=0 TUMOR STAGE Spearman correlation test N=1 higher stage N=1 lower stage N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=0 NEOADJUVANT THERAPY t test N=1 yes N=0 no N=1