Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=10 shorter survival N=4 longer survival N=6 AGE Spearman correlation test N=1 older N=1 younger N=0 GENDER t test N=31 male N=13 female N=18 PATHOLOGY T Spearman correlation test N=2 higher pT N=2 lower pT N=0 PATHOLOGY N Spearman correlation test N=9 higher pN N=4 lower pN N=5 TUMOR STAGE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=0 NEOADJUVANT THERAPY t test N=0