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=386 older N=188 younger N=198 GENDER t test N=6 male N=1 female N=5 RADIATIONS RADIATION REGIMENINDICATION t test N=3 yes N=3 no N=0 NEOADJUVANT THERAPY t test N=11 yes N=4 no N=7