Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=4 shorter survival N=3 longer survival N=1 AGE Spearman correlation test N=718 older N=174 younger N=544 GENDER t test N=20 male N=9 female N=11 RADIATIONS RADIATION REGIMENINDICATION t test N=1 yes N=1 no N=0 NEOADJUVANT THERAPY t test N=24 yes N=14 no N=10