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=25 older N=2 younger N=23 GENDER t test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=3 yes N=0 no N=3 NEOADJUVANT THERAPY t test N=7 yes N=3 no N=4