Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=24 older N=4 younger N=20 HISTOLOGICAL TYPE ANOVA test N=971 RADIATIONS RADIATION REGIMENINDICATION t test N=1 yes N=1 no N=0 NEOADJUVANT THERAPY t test N=1 yes N=0 no N=1