Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=2 shorter survival N=2 longer survival N=0 AGE Spearman correlation test N=4 older N=4 younger N=0 GENDER t test N=8 male N=5 female N=3 PATHOLOGY T Spearman correlation test N=0 PATHOLOGY N Spearman correlation test N=5 higher pN N=5 lower pN N=0 TUMOR STAGE Spearman correlation test N=1 higher stage N=1 lower stage N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=2 yes N=1 no N=1 NEOADJUVANT THERAPY t test N=4 yes N=3 no N=1