Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=16 RADIATIONS RADIATION REGIMENINDICATION t test N=1 yes N=1 no N=0 NEOADJUVANT THERAPY t test N=0